New version of Math::GSL soon
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Jonathan Leto
Oct 12, 2008, 4:01:00 PM10/12/08
to math-g...@googlegroups.com, pdx-p...@pm.org
Howdy Folks,
I wanted to let you know that I just uploaded a dev Release of
Math::GSL to CPAN (0.13_02),
it is being shoveled onto dump trucks and being sent down multifarious
tubes to get to a
CPAN mirror near you. This will turn into 0.14 sometime next week if
none of you can make
it break too badly. Enjoy!
http://search.cpan.org/~leto/Math-GSL-0.13_02/
Changes since 0.12:
- Chebyshev Series Approximation, with tests and docs
- Improved Deriv, Integration, Chebyshev, Combination and Roots docs
- Improved introduction examples in Math::GSL
- Improved Minimization subsystem tests, but it is not functional
- Added example/deriv/basic
This shows the simple fact that d/dx(sin(x)) = cos(x)
- Added example/sf/erfc_check (thanks to Keith Lofstrom)
Script which tests the erfc() special function against computing
the integral definition with gsl_integration_qagiu()
- Added example/vector/speed
This shows a considerable performance boost using Math::GSL::Vectors
instead of List::Util when searching for the min and max elements of
large sets of random numbers.
- Fixed return signature of gsl_deriv_* functions to return a flat list
- Fix location of shared objects (Sisyphus)
- Added raw() method to RNG objects
Cheers,
--
[---------------------]
Jonathan Leto
jal...@gmail.com
Sisyphus
Oct 13, 2008, 3:11:03 AM10/13/08
to math-g...@googlegroups.com
----- Original Message -----
From: "Jonathan Leto" <jal...@gmail.com>
To: <math-g...@googlegroups.com>; <pdx-p...@pm.org>
Sent: Monday, October 13, 2008 7:01 AM
Subject: New version of Math::GSL soon
>
> Howdy Folks,
>
> I wanted to let you know that I just uploaded a dev Release of
> Math::GSL to CPAN (0.13_02),
> it is being shoveled onto dump trucks and being sent down multifarious
> tubes to get to a
> CPAN mirror near you. This will turn into 0.14 sometime next week if
> none of you can make
> it break too badly. Enjoy!
>
> http://search.cpan.org/~leto/Math-GSL-0.13_02/
>
When built using perl-5.10.0, during './Build test', every test produces the
warning:
Name "swig_runtime_data::type_pointer3" used only once: possible typo at
C:/perl510_M/5.10.0/lib/DynaLoader.pm line 225.
This, of course, is not a breakage .... just a little hurtful to the eyes
:-)
With perl-5.8, there's no such problem. I think (without having tested) that
if the '.c' files in the cpan distro were built using swig with
*perl-5.10.0*, then this minor annoyance would go away.
Apart from that, it looks excellent !!
Cheers,
Rob
Sisyphus
Oct 14, 2008, 2:05:08 AM10/14/08
to math-g...@googlegroups.com, pdx-p...@pm.org
.
.
> This will turn into 0.14 sometime next week if
> none of you can make
> it break too badly. Enjoy!
.
> This will turn into 0.14 sometime next week if
> none of you can make
> it break too badly. Enjoy!
There are still failures in BLAS.t, Eigen.t, SF.t, and Statistics.t with my
"-Duselongdouble" linux builds of 5.8.8 and 5.10.0.
For example, there's only one failure in BLAS.t, namely:
is(gsl_blas_dznrm2($vec), sqrt(7));
The lhs is evaluated as 2.64575131106459072, whereas the rhs is
2.64575131106459059.
I would think that the lhs is being calculated by the gsl library using
doubles, whereas the rhs is being calculated by perl using long doubles.
It's therefore not surprising that when the gsl-calculated value is
translated to a long double, it is slightly different to the value that perl
arrived at.
A solution is to replace that test with:
is(within_limits(gsl_blas_dznrm2($vec) - sqrt(7)), 1);
where within_limits() looks like something like:
sub within_limits {
if($_[0] < 0.0000000000001 && $_[0] > -0.0000000000001) {return 1}
return 0;
}
In Eigen.t, 2 of the GSL EIGEN HERM, 2 of the GSL EIGEN HERMV and 6 of the
GSL EIGEN SYMMV tests fail for the same reason.
In SF.t, 5 tests fail - I haven't tracked them down just yet.
In Statistics.t, the failures are GSL STATS ABSDEV, GSL STATS SD, GSL STATS
SKEW and GSL STATS VARIANCE.
I could probably provide patches (for the BLAS.t and Eigen.t failures at
least), assuming that you're happy with my proposed solution. However, I
don't want to go to the trouble of creating patches if they're not going to
be used :-)
Cheers,
Rob
Jonathan Leto
Oct 14, 2008, 2:18:40 AM10/14/08
to math-g...@googlegroups.com
Howdy,
> There are still failures in BLAS.t, Eigen.t, SF.t, and Statistics.t with my
> "-Duselongdouble" linux builds of 5.8.8 and 5.10.0.
>
> For example, there's only one failure in BLAS.t, namely:
>
> is(gsl_blas_dznrm2($vec), sqrt(7));
>
> The lhs is evaluated as 2.64575131106459072, whereas the rhs is
> 2.64575131106459059.
Thanks for catching that improperly written test, it should be using
is_similar(), exported by
Math::GSL::Test (which doesn't have POD yet...). Coming Real Soon Now.
> I could probably provide patches (for the BLAS.t and Eigen.t failures at
> least), assuming that you're happy with my proposed solution. However, I
> don't want to go to the trouble of creating patches if they're not going to
> be used :-)
If you could just send the entire output of
./Build test --verbose 1
as a text attachment to the list that should be sufficient for me to
find the failing tests. I suspect that
most of them are is() vs is_similar() but a few may be more interesting ...
Feel free to submit patches that use the testing functions from
Math::GSL::Test, they really
make life a lot easier :)
Sisyphus
Oct 15, 2008, 2:54:09 AM10/15/08
to math-g...@googlegroups.com
> If you could just send the entire output of
>
> ./Build test --verbose 1
>
> as a text attachment to the list that should be sufficient for me to
> find the failing tests.
>
> ./Build test --verbose 1
>
> as a text attachment to the list that should be sufficient for me to
> find the failing tests.
Ok - see attached test.txt.
If you have any follow-up questions about any of that output, just ask - and
I'll see what I can do.
>
> Feel free to submit patches that use the testing functions from
> Math::GSL::Test, they really
> make life a lot easier :)
Yes - I now remember having come across is_similar() before. (Clean forgot
all about it :-)
Cheers,
Rob
Jonathan Leto
Oct 15, 2008, 3:18:02 AM10/15/08
to math-g...@googlegroups.com
Howdy,
Thanks for the good debugging info!
The BLAS, Eigen and Statistics tests are now fixed in master+bleed.
The Special Functions tests require closer examination...
PS: Remember, if you want to see the latest changes you can check out the latest source with git:
git clone http://leto.net/code/Math－GSL.git
cd Math－GSL
git checkout －b bleed # create new local branch
git pull origin bleed # pull in remote bleed
Then you use "git pull origin" to update it and "git checkout master/git checkout bleed" to switch between branches.
Cheers,
t/00-load........ok 1 - use Math::GSL;
ok 2 - use Math::GSL::BSpline;
ok 3 - use Math::GSL::CBLAS;
ok 4 - use Math::GSL::CDF;
ok 5 - use Math::GSL::Chebyshev;
ok 6 - use Math::GSL::Combination;
ok 7 - use Math::GSL::Complex;
ok 8 - use Math::GSL::Const;
ok 9 - use Math::GSL::DHT;
ok 10 - use Math::GSL::Deriv;
ok 11 - use Math::GSL::Diff;
ok 12 - use Math::GSL::Eigen;
ok 13 - use Math::GSL::Errno;
ok 14 - use Math::GSL::FFT;
ok 15 - use Math::GSL::Fit;
ok 16 - use Math::GSL::Heapsort;
ok 17 - use Math::GSL::Histogram;
ok 18 - use Math::GSL::Histogram2D;
ok 19 - use Math::GSL::IEEEUtils;
ok 20 - use Math::GSL::Integration;
ok 21 - use Math::GSL::Interp;
ok 22 - use Math::GSL::Linalg;
ok 23 - use Math::GSL::Machine;
ok 24 - use Math::GSL::Matrix;
ok 25 - use Math::GSL::Min;
ok 26 - use Math::GSL::Monte;
ok 27 - use Math::GSL::Multifit;
ok 28 - use Math::GSL::Multimin;
ok 29 - use Math::GSL::Multiroots;
ok 30 - use Math::GSL::NTuple;
ok 31 - use Math::GSL::ODEIV;
ok 32 - use Math::GSL::Permutation;
ok 33 - use Math::GSL::Poly;
ok 34 - use Math::GSL::PowInt;
ok 35 - use Math::GSL::QRNG;
ok 36 - use Math::GSL::RNG;
ok 37 - use Math::GSL::Randist;
ok 38 - use Math::GSL::Roots;
ok 39 - use Math::GSL::SF;
ok 40 - use Math::GSL::Siman;
ok 41 - use Math::GSL::Sort;
ok 42 - use Math::GSL::Spline;
ok 43 - use Math::GSL::Statistics;
ok 44 - use Math::GSL::Sum;
ok 45 - use Math::GSL::Sys;
ok 46 - use Math::GSL::Test;
ok 47 - use Math::GSL::Vector;
ok 48 - use Math::GSL::Wavelet;
ok 49 - use Math::GSL::Wavelet2D;
Name "swig_runtime_data::type_pointer3" used only once: possible typo at /home/rob/perl510/lib/5.10.0/i686-linux-64int-ld/DynaLoader.pm line 226.
# Testing Math::GSL 0.13_02 on i686-linux-64int-ld, Perl (/home/rob/perl510/bin/perl) 5.010000
1..49
ok
t/01-pod.........1..0 # Skip Test::Pod 1.00 required for testing POD
skipped
all skipped: Test::Pod 1.00 required for testing POD
t/BLAS...........Name "swig_runtime_data::type_pointer3" used only once: possible typo at /home/rob/perl510/lib/5.10.0/i686-linux-64int-ld/DynaLoader.pm line 226.
#
# Math::GSL::BLAS::Test->GSL_BLAS_DASUM
ok 1 - GSL BLAS DASUM
#
# Math::GSL::BLAS::Test->GSL_BLAS_DAXPY
ok 2 - success
#
# Math::GSL::BLAS::Test->GSL_BLAS_DCOPY
ok 3 - success
ok 4 - GSL BLAS DCOPY
ok 5 - GSL BLAS DCOPY
ok 6 - GSL BLAS DCOPY
#
# Math::GSL::BLAS::Test->GSL_BLAS_DDOT
ok 7 - success
ok 8 - GSL BLAS DDOT
#
# Math::GSL::BLAS::Test->GSL_BLAS_DGEMM
ok 9 - success
ok 10 - GSL BLAS DGEMM
ok 11 - GSL BLAS DGEMM
#
# Math::GSL::BLAS::Test->GSL_BLAS_DGEMV
ok 12 - success
ok 13 - GSL BLAS DGEMV
#
# Math::GSL::BLAS::Test->GSL_BLAS_DGER
ok 14 - success
ok 15 - GSL BLAS DGER
ok 16 - GSL BLAS DGER
ok 17 - GSL BLAS DGER
#
# Math::GSL::BLAS::Test->GSL_BLAS_DNRM2
ok 18 - GSL BLAS DNRM2
#
# Math::GSL::BLAS::Test->GSL_BLAS_DROT
ok 19 - success
ok 20 - first vector
ok 21 - second vector
#
# Math::GSL::BLAS::Test->GSL_BLAS_DROTG
ok 22 - GSL BLAS DROTG
#
# Math::GSL::BLAS::Test->GSL_BLAS_DSCAL
ok 23 - GSL BLAS DSCAL
ok 24 - GSL BLAS DSCAL
ok 25 - GSL BLAS DSCAL
#
# Math::GSL::BLAS::Test->GSL_BLAS_DSWAP
ok 26 - GSL BLAS DSWAP
ok 27 - GSL BLAS DSWAP
#
# Math::GSL::BLAS::Test->GSL_BLAS_DSYMM
ok 28 - success
ok 29 - GSL BLAS DSYMM
ok 30 - GSL BLAS DSYMM
#
# Math::GSL::BLAS::Test->GSL_BLAS_DSYMV
ok 31 - success
ok 32 - GSL BLAS DSYMV
#
# Math::GSL::BLAS::Test->GSL_BLAS_DSYR
ok 33 - success
ok 34 - GSL BLAS DSYR
ok 35 - GSL BLAS DSYR
ok 36 - GSL BLAS DSYR
#
# Math::GSL::BLAS::Test->GSL_BLAS_DSYR2
ok 37 - success
ok 38 - GSL BLAS DSYR2
ok 39 - GSL BLAS DSYR2
ok 40 - GSL BLAS DSYR2
#
# Math::GSL::BLAS::Test->GSL_BLAS_DSYR2K
ok 41 - success
ok 42 - GSL BLAS DSYR2K
ok 43 - GSL BLAS DSYR2K
#
# Math::GSL::BLAS::Test->GSL_BLAS_DSYRK
ok 44 - success
ok 45 - GSL BLAS DSYRK
ok 46 - GSL BLAS DSYRK
#
# Math::GSL::BLAS::Test->GSL_BLAS_DTRMM
ok 47 - success
ok 48 - GSL BLAS DTRMM
ok 49 - GSL BLAS DTRMM
#
# Math::GSL::BLAS::Test->GSL_BLAS_DTRMV
ok 50 - success
#
# Math::GSL::BLAS::Test->GSL_BLAS_DTRSV
ok 51 - success
ok 52 - GSL BLAS DTRSV
#
# Math::GSL::BLAS::Test->GSL_BLAS_DZASUM
ok 53 - GSL BLAS DZASUM
#
# Math::GSL::BLAS::Test->GSL_BLAS_DZNRM2
ok 54 - GSL BLAS DZNRM2
#
# Math::GSL::BLAS::Test->GSL_BLAS_ZDOTC
ok 55 - success
ok 56 - GSL BLAS ZDOTC
ok 57 - GSL BLAS ZDOTC
#
# Math::GSL::BLAS::Test->GSL_BLAS_ZDOTU
ok 58 - success
ok 59 - GSL BLAS ZDOTU
ok 60 - GSL BLAS ZDOTU
#
# Math::GSL::BLAS::Test->GSL_BLAS_ZGEMM
ok 61 - success
ok 62 - GSL BLAS ZGEMM
ok 63 - GSL BLAS ZGEMM
ok 64 - GSL BLAS ZGEMM
ok 65 - GSL BLAS ZGEMM
#
# Math::GSL::BLAS::Test->GSL_BLAS_ZGERU
ok 66 - success
ok 67 - GSL BLAS ZGERU
ok 68 - GSL BLAS ZGERU
ok 69 - GSL BLAS ZGERU
ok 70 - GSL BLAS ZGERU
ok 71 - GSL BLAS ZGERU
#
# Math::GSL::BLAS::Test->GSL_BLAS_ZHEMM
ok 72 - success
ok 73 - GSL BLAS ZHEMM
ok 74 - GSL BLAS ZHEMM
ok 75 - GSL BLAS ZHEMM
ok 76 - GSL BLAS ZHEMM
#
# Math::GSL::BLAS::Test->GSL_BLAS_ZHER
ok 77 - success
ok 78 - GSL BLAS ZHER
ok 79 - GSL BLAS ZHER
ok 80 - GSL BLAS ZHER
ok 81 - GSL BLAS ZHER
#
# Math::GSL::BLAS::Test->GSL_BLAS_ZHER2K
ok 82 - success
ok 83 - GSL BLAS ZHER2K
Elements start differing at index 0, delta = 8.92635937452270405e+195
$x->[0] = 8.92635937452270405e+195
$y->[0] = 50
not ok 84 - GSL BLAS ZHER2K # TODO These results follow the formula given by the documentation, don't know why it fails
# Failed (TODO) test 'GSL BLAS ZHER2K'
# at t/BLAS.t line 585.
# (in Math::GSL::BLAS::Test->GSL_BLAS_ZHER2K)
Elements start differing at index 0, delta = 7.43864376780751762e+195
$x->[0] = 7.43864376780751762e+195
$y->[0] = 34
not ok 85 - GSL BLAS ZHER2K # TODO These results follow the formula given by the documentation, don't know why it fails
# Failed (TODO) test 'GSL BLAS ZHER2K'
# at t/BLAS.t line 586.
# (in Math::GSL::BLAS::Test->GSL_BLAS_ZHER2K)
Elements start differing at index 0, delta = 4.42423204080942303e+214
$x->[0] = -4.42423204080942303e+214
$y->[0] = 24
not ok 86 - GSL BLAS ZHER2K # TODO These results follow the formula given by the documentation, don't know why it fails
# Failed (TODO) test 'GSL BLAS ZHER2K'
# at t/BLAS.t line 587.
# (in Math::GSL::BLAS::Test->GSL_BLAS_ZHER2K)
#
# Math::GSL::BLAS::Test->GSL_BLAS_ZHERK
ok 87 - success
ok 88 - GSL BLAS ZHERK
ok 89 - GSL BLAS ZHERK
ok 90 - GSL BLAS ZHERK
ok 91 - GSL BLAS ZHERK
#
# Math::GSL::BLAS::Test->GSL_BLAS_ZSWAP
ok 92 - success
#
# Math::GSL::BLAS::Test->GSL_BLAS_ZSYMM
ok 93 - success
ok 94 - GSL BLAS ZSYMM
ok 95 - GSL BLAS ZSYMM
ok 96 - GSL BLAS ZSYMM
ok 97 - GSL BLAS ZSYMM
#
# Math::GSL::BLAS::Test->GSL_BLAS_ZSYR2K
ok 98 - success
ok 99 - GSL BLAS ZSYR2K
Elements start differing at index 0, delta = 1.30458910629294417e+244
$x->[0] = 1.30458910629294417e+244
$y->[0] = 46
not ok 100 - GSL BLAS ZSYR2K # TODO These results follow the formula given by the documentation, don't know why it fails
# Failed (TODO) test 'GSL BLAS ZSYR2K'
# at t/BLAS.t line 640.
# (in Math::GSL::BLAS::Test->GSL_BLAS_ZSYR2K)
Elements start differing at index 0, delta = 2.56077647636022113e+271
$x->[0] = 2.56077647636022113e+271
$y->[0] = 34
not ok 101 - GSL BLAS ZSYR2K # TODO These results follow the formula given by the documentation, don't know why it fails
# Failed (TODO) test 'GSL BLAS ZSYR2K'
# at t/BLAS.t line 641.
# (in Math::GSL::BLAS::Test->GSL_BLAS_ZSYR2K)
Elements start differing at index 0, delta = 8.53592158786740476e+271
$x->[0] = 8.53592158786740476e+271
$y->[0] = 24
not ok 102 - GSL BLAS ZSYR2K # TODO These results follow the formula given by the documentation, don't know why it fails
# Failed (TODO) test 'GSL BLAS ZSYR2K'
# at t/BLAS.t line 642.
# (in Math::GSL::BLAS::Test->GSL_BLAS_ZSYR2K)
#
# Math::GSL::BLAS::Test->GSL_BLAS_ZSYRK
ok 103 - success
ok 104 - GSL BLAS ZSYRK
ok 105 - GSL BLAS ZSYRK
ok 106 - GSL BLAS ZSYRK
ok 107 - GSL BLAS ZSYRK
#
# Math::GSL::BLAS::Test->GSL_BLAS_ZTRMM
ok 108 - success
ok 109 - GSL BLAS ZTRMM
ok 110 - GSL BLAS ZTRMM
ok 111 - GSL BLAS ZTRMM
ok 112 - GSL BLAS ZTRMM
1..112
ok
t/BSpline........Name "swig_runtime_data::type_pointer3" used only once: possible typo at /home/rob/perl510/lib/5.10.0/i686-linux-64int-ld/DynaLoader.pm line 226.
#
# Math::GSL::Poly::Test->ALLOC
ok 1 - The object isa Math::GSL::BSpline
1..1
ok
t/CBLAS..........Name "swig_runtime_data::type_pointer3" used only once: possible typo at /home/rob/perl510/lib/5.10.0/i686-linux-64int-ld/DynaLoader.pm line 226.
#
# Math::GSL::CBLAS::Test->CBLAS_DASUM
ok 1 - CBLAS DASUM
#
# Math::GSL::CBLAS::Test->CBLAS_IDAMAX
ok 2 - CBLAS IDAMAX
#
# Math::GSL::CBLAS::Test->CBLAS_ISAMAX
ok 3 - CBLAS ISAMAX
#
# Math::GSL::CBLAS::Test->CBLAS_SASUM
ok 4 - CBLAS SASUM
#
# Math::GSL::CBLAS::Test->TEST_CBLAS
is_similar(): argument of different lengths, 0 != 3 !!! at /home/rob/perlmods/Math-GSL-0.13_02/blib/lib/Math/GSL/Test.pm line 41.
not ok 5 - cblas_sgemm # TODO need to figure out how to reture more that just first element
# Failed (TODO) test 'cblas_sgemm'
# at t/CBLAS.t line 40.
# (in Math::GSL::CBLAS::Test->TEST_CBLAS)
1..5
ok
t/CDF............Name "swig_runtime_data::type_pointer3" used only once: possible typo at /home/rob/perl510/lib/5.10.0/i686-linux-64int-ld/DynaLoader.pm line 226.
ok 1 - gsl_cdf_tdist_Qinv (5.00353553302204959e-1, 2.0) ?= -0.00100000000000008546,
# res= +-8.54559893781838865e-17, eps=2.32830643653869629e-10
ok 2 - gsl_cdf_tdist_Qinv (6.00023120032852124e-1, 1.0) ?= -0.324999999999999789,
# res= +-2.10931532657054888e-16, eps=2.32830643653869629e-10
ok 3 - gsl_cdf_tdist_Q (-0.1, 300.0) ?= 0.539794441177768203,
# res= +-8.78203759713258592e-18, eps=2.32830643653869629e-10
ok 4 - gsl_cdf_fdist_Q (10000.0, 200.0, 500.0) ?= 0,
# res= +-0, eps=2.32830643653869629e-10
ok 5 - gsl_cdf_ugaussian_Q (0.5) ?= 0.308537538725986882,
# res= +-1.4555414165617897e-17, eps=4.44089209850062616e-16
ok 6 - gsl_cdf_tdist_Q (-20.0, 300.0) ?= 1,
# res= +-0, eps=2.32830643653869629e-10
ok 7 - gsl_cdf_tdist_Qinv (7.5e-1, 1.0) ?= -1.00000000000000022,
# res= +-2.22044604925031308e-16, eps=2.32830643653869629e-10
ok 8 - gsl_cdf_chisq_Pinv (9.04789743921908487e-1, 13.0) ?= 20.0000000000000036,
# res= +-3.55271367880050093e-15, eps=2.32830643653869629e-10
ok 9 - gsl_cdf_ugaussian_Pinv (0.9999683288) ?= 4.00000031258348709,
# res= +-3.12583487094286738e-07, eps=1e-06
ok 10 - gsl_cdf_tdist_Pinv (4.99925012497812894e-05, 2.0) ?= -99.9999999999999858,
# res= +-1.42108547152020037e-14, eps=2.32830643653869629e-10
ok 11 - gsl_cdf_ugaussian_P (0.7) ?= 0.758036347776926966,
# res= +-1.88109076926235019e-17, eps=4.44089209850062616e-16
ok 12 - gsl_cdf_tdist_P (-10000.0, 2.0) ?= 4.99999992499999636e-09,
# res= +-4.89159394464341708e-24, eps=2.32830643653869629e-10
ok 13 - gsl_cdf_gamma_Qinv (7.22527353642072189e-1, 1.0, 1.0) ?= 0.325000000000000011,
# res= +-1.11130722679764204e-17, eps=2.32830643653869629e-10
ok 14 - gsl_cdf_tdist_P (10.0, 300.0) ?= 1,
# res= +-0, eps=2.32830643653869629e-10
ok 15 - gsl_cdf_ugaussian_P (5.0) ?= 0.999999713348428076,
# res= +-4.43438688546571314e-17, eps=4.44089209850062616e-16
ok 16 - gsl_cdf_gamma_P (10.0, 17.0, 10.0) ?= 1.09492013037817916e-15,
# res= +-3.8440598724997034e-30, eps=2.32830643653869629e-10
ok 17 - gsl_cdf_tdist_Pinv (1.93159812815803978e-57, 300.0) ?= -19.9999999999996163,
# res= +-3.836930773104541e-13, eps=2.32830643653869629e-10
ok 18 - gsl_cdf_exponential_Pinv (1.42e-32, 0.7) ?= 9.93999999999999931e-33,
# res= +-6.88905104026263428e-49, eps=4.44089209850062616e-16
ok 19 - gsl_cdf_ugaussian_Q (-0.7) ?= 0.758036347776926966,
# res= +-1.88109076926235019e-17, eps=4.44089209850062616e-16
ok 20 - gsl_cdf_tdist_Qinv (5.00318309780080559e-1, 1.0) ?= -0.000999999999999868832,
# res= +-1.31167604684419899e-16, eps=2.32830643653869629e-10
ok 21 - gsl_cdf_chisq_Q (1000.0, 13.0) ?= 1.74851191544860192e-205,
# res= +-3.33919441564605896e-221, eps=2.32830643653869629e-10
ok 22 - gsl_cdf_ugaussian_P (-1e10) ?= 0,
# res= +-0, eps=0
ok 23 - gsl_cdf_exppow_P (-1000.0, 0.7, 1.8) ?= 0,
# res= +-0, eps=0
ok 24 - gsl_cdf_tdist_Qinv (9.96817007235091745e-1, 1.0) ?= -99.9999999999986073,
# res= +-1.39266376208979636e-12, eps=2.32830643653869629e-10
ok 25 - gsl_cdf_chisq_Pinv (2.26250084656047180e-4, 13.0) ?= 2.00000000000000044,
# res= +-4.44089209850062616e-16, eps=2.32830643653869629e-10
ok 26 - gsl_cdf_tdist_Pinv (6.27296201542523812e-01, 300.0) ?= 0.325000000000000178,
# res= +-1.77646525961749902e-16, eps=2.32830643653869629e-10
ok 27 - gsl_cdf_tdist_Pinv (3.72703798457476188e-01, 300.0) ?= -0.325000000000000011,
# res= +-1.11130722679764204e-17, eps=2.32830643653869629e-10
ok 28 - gsl_cdf_fdist_P (0.325, 1.2, 500.0) ?= 0.390502983219393196,
# res= +-5.52997318076231537e-16, eps=2.32830643653869629e-10
ok 29 - gsl_cdf_chisq_P (0.325, 13.0) ?= 3.44611313779904996e-09,
# res= +-1.87347523014024359e-24, eps=2.32830643653869629e-10
ok 30 - gsl_cdf_fdist_Q (0.325, 1.2, 500.0) ?= 0.609497016780606748,
# res= +-4.97431956736349434e-16, eps=2.32830643653869629e-10
ok 31 - gsl_cdf_chisq_Q (1e-100, 13.0) ?= 1,
# res= +-0, eps=2.32830643653869629e-10
ok 32 - gsl_cdf_tdist_Q (-0.1, 1.0) ?= 0.531725517430553518,
# res= +-5.18790739534313872e-17, eps=2.32830643653869629e-10
ok 33 - gsl_cdf_tdist_Q (-100.0, 2.0) ?= 0.999950007498750182,
# res= +-3.71339244076285269e-17, eps=2.32830643653869629e-10
ok 34 - gsl_cdf_tdist_P (-0.01, 300.0) ?= 0.49601396697944089,
# res= +-2.19008838842071896e-17, eps=2.32830643653869629e-10
ok 35 - gsl_cdf_tdist_Qinv (7.88675134594812882e-1, 2.0) ?= -0.999999999999999223,
# res= +-7.77156117237609578e-16, eps=2.32830643653869629e-10
ok 36 - gsl_cdf_tdist_P (0.01, 2.0) ?= 0.503535445520899572,
# res= +-5.76253454676045607e-17, eps=2.32830643653869629e-10
ok 37 - gsl_cdf_exppow_P (-0.1, 0.7, 1.8) ?= 0.420534908286751552,
# res= +-2.68340037690162347e-18, eps=2.32830643653869629e-10
ok 38 - gsl_cdf_ugaussian_P (-5.0) ?= 2.86651571879193912e-07,
# res= +-1.80945758995974804e-25, eps=3.55271367880050093e-15
ok 39 - gsl_cdf_gamma_P (20.0, 1.0, 10.0) ?= 0.864664716763387298,
# res= +-1.02999206386122921e-17, eps=2.32830643653869629e-10
ok 40 - gsl_cdf_tdist_P (1.0, 300.0) ?= 0.840941797784686917,
# res= +-5.64327230778705058e-17, eps=2.32830643653869629e-10
ok 41 - gsl_cdf_fdist_Pinv ( 2.02235101716076289e-1, 1.2, 500.0) ?= 0.100000000000000241,
# res= +-2.41472152603255941e-16, eps=2.32830643653869629e-10
ok 42 - gsl_cdf_fdist_Pinv (0.0, 1.2, 1.3) ?= 0,
# res= +-0, eps=2.32830643653869629e-10
ok 43 - gsl_cdf_fdist_Q (0.325, 200.0, 500.0) ?= 1,
# res= +-3.03576608295941242e-18, eps=2.32830643653869629e-10
ok 44 - gsl_cdf_fdist_Q (1.0, 1.2, 1.3) ?= 0.490369220925244376,
# res= +-3.71339244076285269e-16, eps=2.32830643653869629e-10
ok 45 - gsl_cdf_fdist_Pinv ( 0.0, 500.0, 1.3) ?= 0,
# res= +-0, eps=2.32830643653869629e-10
ok 46 - gsl_cdf_exppow_Q (0.1, 0.7, 1.8) ?= 0.420534908286751552,
# res= +-2.68340037690162347e-18, eps=4.44089209850062616e-16
ok 47 - gsl_cdf_tdist_Pinv (1.87167041810998816e-1, 1.0) ?= -1.5,
# res= +-0, eps=2.32830643653869629e-10
ok 48 - gsl_cdf_fdist_Q (1000.0, 500.0, 1.3) ?= 0.00941425061934472035,
# res= +-1.38904933020232713e-17, eps=2.32830643653869629e-10
ok 49 - gsl_cdf_tdist_P (1.5, 1.0) ?= 0.812832958189001142,
# res= +-4.06575814682064163e-17, eps=2.32830643653869629e-10
ok 50 - gsl_cdf_tdist_Q (10.0, 2.0) ?= 0.00492622851166284702,
# res= +-1.59792765499523759e-18, eps=2.32830643653869629e-10
ok 51 - gsl_cdf_tdist_Q (-0.01, 1.0) ?= 0.503182992764908299,
# res= +-4.39643980942872048e-17, eps=2.32830643653869629e-10
ok 52 - gsl_cdf_tdist_Qinv (8.52416382349566726e-1, 1.0) ?= -1.99999999999999978,
# res= +-2.22044604925031308e-16, eps=2.32830643653869629e-10
ok 53 - gsl_cdf_tdist_Qinv (2.32007604915745452e-2, 300.0) ?= 2,
# res= +-0, eps=2.32830643653869629e-10
ok 54 - gsl_cdf_fdist_Qinv ( 6.09497016780606251e-1, 1.2, 500.0) ?= 0.325000000000000455,
# res= +-4.55202282118039037e-16, eps=2.32830643653869629e-10
ok 55 - gsl_cdf_fdist_Q (1e-100, 1.2, 1.3) ?= 1,
# res= +-0, eps=2.32830643653869629e-10
ok 56 - gsl_cdf_fdist_P (2.0, 1.2, 500.0) ?= 0.845209114904612813,
# res= +-8.92352598064194424e-16, eps=2.32830643653869629e-10
ok 57 - gsl_cdf_fdist_Pinv ( 5.18324224608033294e-2, 1.2, 500.0) ?= 0.0100000000000000141,
# res= +-1.40861579128390146e-17, eps=2.32830643653869629e-10
ok 58 - gsl_cdf_fdist_P (3.002774644786533109, 1, 4040712) ?= 0.916877873794757714,
# res= +-2.8436996681036053e-15, eps=2.32830643653869629e-10
ok 59 - gsl_cdf_fdist_Q (1.5, 1.2, 1.3) ?= 0.416001359358446399,
# res= +-2.50667542278648625e-16, eps=2.32830643653869629e-10
ok 60 - gsl_cdf_tdist_P (100.0, 1.0) ?= 0.996817007235091701,
# res= +-4.39643980942872048e-17, eps=2.32830643653869629e-10
ok 61 - gsl_cdf_gamma_P (100.0, 1.0, 1.0) ?= 1,
# res= +-0, eps=2.32830643653869629e-10
ok 62 - gsl_cdf_tdist_Q (10000.0, 2.0) ?= 4.99999992499999636e-09,
# res= +-4.89159394464341708e-24, eps=2.32830643653869629e-10
ok 63 - gsl_cdf_tdist_Pinv (1.24533194618354849e-03, 2.0) ?= -20.0000000000000071,
# res= +-7.10542735760100186e-15, eps=2.32830643653869629e-10
ok 64 - gsl_cdf_ugaussian_P (40.0) ?= 1,
# res= +-0, eps=4.44089209850062616e-16
ok 65 - gsl_cdf_tdist_Q (-10000.0, 300.0) ?= 1,
# res= +-0, eps=2.32830643653869629e-10
ok 66 - gsl_cdf_ugaussian_P (10.0) ?= 1,
# res= +-0, eps=4.44089209850062616e-16
ok 67 - gsl_cdf_ugaussian_Q (-40.0) ?= 1,
# res= +-0, eps=4.44089209850062616e-16
ok 68 - gsl_cdf_tdist_Q (0.01, 2.0) ?= 0.496464554479100484,
# res= +-2.14129929065887126e-18, eps=2.32830643653869629e-10
ok 69 - gsl_cdf_tdist_Pinv (3.17255174305535695e-2, 1.0) ?= -10,
# res= +-0, eps=2.32830643653869629e-10
ok 70 - gsl_cdf_fdist_Qinv ( 1.54790885095386295e-1, 1.2, 500.0) ?= 2.00000000000000888,
# res= +-8.88178419700125232e-15, eps=2.32830643653869629e-10
ok 71 - gsl_cdf_tdist_Q (0.001, 300.0) ?= 0.499601390099057074,
# res= +-2.34187669256868958e-17, eps=2.32830643653869629e-10
ok 72 - gsl_cdf_beta_Qinv ( 1.56207166932365759e-4, 1.2, 1.3) ?= 0.998999999999999999,
# res= +-8.67361737988403547e-19, eps=2.32830643653869629e-10
ok 73 - gsl_cdf_tdist_Qinv (5.03535445520899514e-1, 2.0) ?= -0.00999999999999984061,
# res= +-1.59386189684841695e-16, eps=2.32830643653869629e-10
ok 74 - gsl_cdf_tdist_Q (-1000.0, 2.0) ?= 0.999999500000749997,
# res= +-2.16840434497100887e-18, eps=2.32830643653869629e-10
ok 75 - gsl_cdf_tdist_P (1e-100, 300.0) ?= 0.5,
# res= +-0, eps=2.32830643653869629e-10
ok 76 - gsl_cdf_gamma_Qinv (2.23130160148429829e-1, 1.0, 1.0) ?= 1.5,
# res= +-0, eps=2.32830643653869629e-10
ok 77 - gsl_cdf_fdist_Qinv ( 2.92099265879979502e-155, 200.0, 500.0) ?= 20.0000000000000142,
# res= +-1.42108547152020037e-14, eps=2.32830643653869629e-10
ok 78 - gsl_cdf_chisq_Qinv (9.52102560780915127e-2, 13.0) ?= 20.0000000000000036,
# res= +-3.55271367880050093e-15, eps=2.32830643653869629e-10
ok 79 - gsl_cdf_gamma_P (20.0, 17.0, 10.0) ?= 5.60605096173161294e-11,
# res= +-3.9361003726907605e-26, eps=2.32830643653869629e-10
ok 80 - gsl_cdf_tdist_P (-100.0, 300.0) ?= 1.02557519997741776e-232,
# res= +-5.62229966825400157e-246, eps=2.32830643653869629e-10
ok 81 - gsl_cdf_fdist_P (0.1, 500.0, 1.3) ?= 0.000589976509619686705,
# res= +-1.45975540547437985e-18, eps=2.32830643653869629e-10
ok 82 - gsl_cdf_tdist_Pinv (6.00023120032852123e-1, 1.0) ?= 0.324999999999999789,
# res= +-2.10931532657054888e-16, eps=2.32830643653869629e-10
ok 83 - gsl_cdf_chisq_Qinv (9.99996165265264863e-1, 13.0) ?= 0.999999999997873146,
# res= +-2.12685424827441238e-12, eps=2.32830643653869629e-10
ok 84 - gsl_cdf_tdist_P (-100.0, 2.0) ?= 4.99925012497812635e-05,
# res= +-2.59039880627106147e-20, eps=2.32830643653869629e-10
ok 85 - gsl_cdf_beta_P (0.0, 1.2, 1.3) ?= 0,
# res= +-0, eps=2.32830643653869629e-10
ok 86 - gsl_cdf_fdist_Qinv ( 8.31757607287159265e-1, 1.2, 1.3) ?= 0.0999999999999998945,
# res= +-1.05472542592105478e-16, eps=2.32830643653869629e-10
ok 87 - gsl_cdf_tdist_P (20.0, 2.0) ?= 0.998754668053816408,
# res= +-4.40728183115357552e-17, eps=2.32830643653869629e-10
ok 88 - gsl_cdf_fdist_Q (100.0, 500.0, 1.3) ?= 0.0419549427957787296,
# res= +-2.80469549494843928e-17, eps=2.32830643653869629e-10
ok 89 - gsl_cdf_gamma_P (0.01, 1.0, 1.0) ?= 0.00995016625083195404,
# res= +-7.60720289929087135e-18, eps=2.32830643653869629e-10
ok 90 - gsl_cdf_fdist_P (20.0, 500.0, 1.3) ?= 0.881784623056911299,
# res= +-1.07390225184689214e-16, eps=2.32830643653869629e-10
ok 91 - gsl_cdf_exppow_P (1e-32, 0.7, 1.8) ?= 0.5,
# res= +-0, eps=4.44089209850062616e-16
ok 92 - gsl_cdf_tdist_Q (1.0, 1.0) ?= 0.250000000000000056,
# res= +-5.5511151231257827e-17, eps=2.32830643653869629e-10
ok 93 - gsl_cdf_ugaussian_Qinv (7.61985302416052e-24) ?= 9.99999999999999822,
# res= +-1.77635683940025046e-15, eps=0.0001
ok 94 - gsl_cdf_fdist_P (3.000854441173130827, 1, 4040712) ?= 0.91677930719813272,
# res= +-3.06596111346313371e-15, eps=2.32830643653869629e-10
ok 95 - gsl_cdf_tdist_P (-10000.0, 1.0) ?= 3.18309885122758105e-05,
# res= +-3.81297175162443637e-20, eps=2.32830643653869629e-10
ok 96 - gsl_cdf_beta_Q (0.001, 1.2, 1.3) ?= 0.999662369957495467,
# res= +-2.92734586571086197e-18, eps=2.32830643653869629e-10
ok 97 - gsl_cdf_fdist_P (3.000064021622133037, 1, 4040712) ?= 0.91673869724479673,
# res= +-2.91829277757060801e-15, eps=2.32830643653869629e-10
ok 98 - gsl_cdf_tdist_Qinv (8.40941797784686862e-1, 300.0) ?= -1.00000000000000022,
# res= +-2.22044604925031308e-16, eps=2.32830643653869629e-10
ok 99 - gsl_cdf_chisq_Q (1.5, 13.0) ?= 0.999956828161079891,
# res= +-4.55364912443911862e-18, eps=2.32830643653869629e-10
ok 100 - gsl_cdf_gamma_Q (0.01, 17.0, 10.0) ?= 1,
# res= +-0, eps=2.32830643653869629e-10
ok 101 - gsl_cdf_fdist_Q (0.01, 1.2, 500.0) ?= 0.948167577539196671,
# res= +-0, eps=2.32830643653869629e-10
ok 102 - gsl_cdf_beta_Pinv ( 5.29781429451299081e-1, 1.2, 1.3) ?= 0.499999999999999445,
# res= +-5.5511151231257827e-16, eps=2.32830643653869629e-10
ok 103 - gsl_cdf_gamma_P (0.325, 1.0, 10.0) ?= 0.0319775501686939412,
# res= +-1.17195478582104995e-17, eps=2.32830643653869629e-10
ok 104 - gsl_cdf_gamma_Qinv (4.53999297624848515e-5, 1.0, 1.0) ?= 10,
# res= +-0, eps=2.32830643653869629e-10
ok 105 - gsl_cdf_chisq_P (10000.0, 13.0) ?= 1,
# res= +-0, eps=2.32830643653869629e-10
ok 106 - gsl_cdf_ugaussian_Q (-1e-32) ?= 0.5,
# res= +-0, eps=4.44089209850062616e-16
ok 107 - gsl_cdf_tdist_Q (1.0, 300.0) ?= 0.159058202215313083,
# res= +-5.5443388595477483e-17, eps=2.32830643653869629e-10
ok 108 - gsl_cdf_tdist_Pinv (4.60205558822231806e-01, 300.0) ?= -0.100000000000000033,
# res= +-3.33053354860390893e-17, eps=2.32830643653869629e-10
ok 109 - gsl_cdf_chisq_Q (0.1, 13.0) ?= 0.999999999998211986,
# res= +-4.41812385287843057e-17, eps=2.32830643653869629e-10
ok 110 - gsl_cdf_tdist_P (-0.001, 1.0) ?= 0.499681690219919428,
# res= +-1.33085816672595669e-17, eps=2.32830643653869629e-10
ok 111 - gsl_cdf_tdist_Pinv (1.59058202215313138e-01, 300.0) ?= -0.999999999999999889,
# res= +-1.11022302462515654e-16, eps=2.32830643653869629e-10
ok 112 - gsl_cdf_fdist_P (0.001, 1.2, 500.0) ?= 0.0130461496441289463,
# res= +-6.59838665911099964e-18, eps=2.32830643653869629e-10
ok 113 - gsl_cdf_fdist_Qinv ( 2.05824281287561795e-4, 200.0, 500.0) ?= 1.50000000000000511,
# res= +-5.10702591327572009e-15, eps=2.32830643653869629e-10
ok 114 - gsl_cdf_fdist_Qinv ( 2.24460769728532946e-1, 1.2, 500.0) ?= 1.50000000000000511,
# res= +-5.10702591327572009e-15, eps=2.32830643653869629e-10
ok 115 - gsl_cdf_beta_Q (1.0, 1.2, 1.3) ?= 0,
# res= +-0, eps=0
ok 116 - gsl_cdf_fdist_Q (2.0, 500.0, 1.3) ?= 0.472660931062611311,
# res= +-1.09395999203787397e-16, eps=2.32830643653869629e-10
ok 117 - gsl_cdf_tdist_Q (-20.0, 1.0) ?= 0.984097748743823608,
# res= +-1.67509235649010435e-17, eps=2.32830643653869629e-10
ok 118 - gsl_cdf_gamma_Pinv (8.64664716763387308e-1, 1.0, 1.0) ?= 1.99999999999999978,
# res= +-2.22044604925031308e-16, eps=2.32830643653869629e-10
ok 119 - gsl_cdf_tdist_Qinv (9.99999995000000075e-1, 2.0) ?= -9999.99995537822178,
# res= +-4.4621778215514496e-05, eps=0.0001
ok 120 - gsl_cdf_fdist_Pinv ( 9.98210862808842585e-1, 1.2, 1.3) ?= 10000.0000000004475,
# res= +-4.47471393272280693e-10, eps=2.32830643653869629e-08
ok 121 - gsl_cdf_gamma_P (0.01, 1.0, 10.0) ?= 0.000999500166625008233,
# res= +-9.86793383551259895e-20, eps=2.32830643653869629e-10
ok 122 - gsl_cdf_tdist_Q (-0.01, 2.0) ?= 0.503535445520899572,
# res= +-5.76253454676045607e-17, eps=2.32830643653869629e-10
ok 123 - gsl_cdf_fdist_Qinv ( 1.51553762120799025e-1, 1.2, 1.3) ?= 10.000000000000016,
# res= +-1.59872115546022542e-14, eps=2.32830643653869629e-10
ok 124 - gsl_cdf_fdist_Pinv ( 5.09630779074755253e-01, 1.2, 1.3) ?= 0.999999999999998113,
# res= +-1.88737914186276612e-15, eps=2.32830643653869629e-10
ok 125 - gsl_cdf_fdist_Pinv ( 6.98194275525039002e-61, 1.2, 1.3) ?= 9.99999999999980859e-101,
# res= +-1.91415092781878479e-114, eps=2.32830643653869629e-10
ok 126 - gsl_cdf_gamma_P (0.0, 1.0, 1.0) ?= 0,
# res= +-0, eps=2.32830643653869629e-10
ok 127 - gsl_cdf_fdist_Pinv ( 1.30461496441289529e-2, 1.2, 500.0) ?= 0.00100000000000000111,
# res= +-1.10506035881164158e-18, eps=2.32830643653869629e-10
ok 128 - gsl_cdf_fdist_P (0.01, 1.2, 1.3) ?= 0.0438636757068314107,
# res= +-2.56515457746492315e-17, eps=2.32830643653869629e-10
ok 129 - gsl_cdf_tdist_P (0.325, 1.0) ?= 0.600023120032852186,
# res= +-6.33174068731534589e-17, eps=2.32830643653869629e-10
ok 130 - gsl_cdf_gamma_Q (1.5, 1.0, 1.0) ?= 0.223130160148429818,
# res= +-1.09504419421035948e-17, eps=2.32830643653869629e-10
ok 131 - gsl_cdf_tdist_P (-1e-100, 2.0) ?= 0.5,
# res= +-0, eps=2.32830643653869629e-10
ok 132 - gsl_cdf_tdist_P (-0.1, 300.0) ?= 0.460205558822231797,
# res= +-8.78203759713258592e-18, eps=2.32830643653869629e-10
ok 133 - gsl_cdf_fdist_Q (10000.0, 1.2, 1.3) ?= 0.00178913719115741639,
# res= +-1.89078929650841193e-18, eps=2.32830643653869629e-10
ok 134 - gsl_cdf_tdist_Qinv (9.32666983425369137e-1, 300.0) ?= -1.5,
# res= +-0, eps=2.32830643653869629e-10
ok 135 - gsl_cdf_tdist_P (-1.0, 300.0) ?= 0.15905820221531311,
# res= +-2.76878129798485695e-17, eps=2.32830643653869629e-10
ok 136 - gsl_cdf_beta_P (1.0, 1.2, 1.3) ?= 1,
# res= +-0, eps=2.32830643653869629e-10
ok 137 - gsl_cdf_tdist_Pinv (4.99601390099057051e-01, 300.0) ?= -0.00099999999999994104,
# res= +-5.89597399968853041e-17, eps=2.32830643653869629e-10
ok 138 - gsl_cdf_beta_Pinv ( 9.96886438341254380e-1, 1.2, 1.3) ?= 0.98999999999999988,
# res= +-1.1991276027689679e-16, eps=2.32830643653869629e-10
ok 139 - gsl_cdf_tdist_Pinv (8.12832958189001183e-1, 1.0) ?= 1.49999999999999911,
# res= +-8.88178419700125232e-16, eps=2.32830643653869629e-10
ok 140 - gsl_cdf_ugaussian_P (-1e-16) ?= 0.5,
# res= +-3.99257450017787008e-17, eps=4.44089209850062616e-16
ok 141 - gsl_cdf_fdist_Q (20.0, 1.2, 1.3) ?= 0.0990122736631250111,
# res= +-4.99004049886453416e-17, eps=2.32830643653869629e-10
ok 142 - gsl_cdf_tdist_P (-20.0, 300.0) ?= 1.93159812815165494e-57,
# res= +-6.38483520652930962e-69, eps=2.32830643653869629e-10
ok 143 - gsl_cdf_ugaussian_Qinv (4.20740290560897e-1) ?= 0.1999999999999999,
# res= +-9.99227827216953024e-17, eps=3.55271367880050093e-15
ok 144 - gsl_cdf_tdist_Pinv (1.47583617650433274e-1, 1.0) ?= -1.99999999999999978,
# res= +-2.22044604925031308e-16, eps=2.32830643653869629e-10
ok 145 - gsl_cdf_tdist_Q (-2.0, 300.0) ?= 0.97679923950842551,
# res= +-5.47522097105179739e-17, eps=2.32830643653869629e-10
ok 146 - 'inf'?='inf'
ok 147 - gsl_cdf_beta_Qinv ( 3.11356165874561958e-3, 1.2, 1.3) ?= 0.989999999999999991,
# res= +-8.89045781438113636e-18, eps=2.32830643653869629e-10
ok 148 - gsl_cdf_fdist_Pinv ( 4.52016245247457422e-1, 500.0, 1.3) ?= 1.50000000000000244,
# res= +-2.44249065417534439e-15, eps=2.32830643653869629e-10
ok 149 - gsl_cdf_tdist_Qinv (3.17255174305535695e-2, 1.0) ?= 10,
# res= +-0, eps=2.32830643653869629e-10
ok 150 - gsl_cdf_tdist_Qinv (9.98754668053816452e-1, 2.0) ?= -19.9999999999996589,
# res= +-3.41060513164848089e-13, eps=2.32830643653869629e-10
ok 151 - gsl_cdf_fdist_Pinv ( 5.27339068937388798e-1, 500.0, 1.3) ?= 2.00000000000000089,
# res= +-8.88178419700125232e-16, eps=2.32830643653869629e-10
ok 152 - gsl_cdf_ugaussian_P (30.0) ?= 1,
# res= +-0, eps=4.44089209850062616e-16
ok 153 - gsl_cdf_tdist_Qinv (5.00398609900942949e-1, 300.0) ?= -0.00100000000000008003,
# res= +-8.00349785157563644e-17, eps=2.32830643653869629e-10
ok 154 - gsl_cdf_fdist_Qinv ( 8.3198234087901168e-4, 1.2, 500.0) ?= 9.99999999999999645,
# res= +-3.55271367880050093e-15, eps=2.32830643653869629e-10
ok 155 - gsl_cdf_beta_Qinv ( 1e0, 1.2, 1.3) ?= 0,
# res= +-0, eps=4.44089209850062616e-16
ok 156 - gsl_cdf_fdist_Pinv ( 8.45209114904613705e-1, 1.2, 500.0) ?= 2.00000000000000888,
# res= +-8.88178419700125232e-15, eps=2.32830643653869629e-10
ok 157 - gsl_cdf_fdist_Q (0.1, 1.2, 500.0) ?= 0.79776489828392394,
# res= +-2.28983498828938536e-16, eps=2.32830643653869629e-10
ok 158 - gsl_cdf_fdist_P (10.0, 200.0, 500.0) ?= 1,
# res= +-0, eps=2.32830643653869629e-10
ok 159 - gsl_cdf_exponential_P (1000.0, 0.7) ?= 1,
# res= +-0, eps=2.32830643653869629e-10
ok 160 - gsl_cdf_tdist_Qinv (1.93159812815803978e-57, 300.0) ?= 19.9999999999996163,
# res= +-3.836930773104541e-13, eps=2.32830643653869629e-10
ok 161 - gsl_cdf_tdist_Pinv (5.39794441177768194e-01, 300.0) ?= 0.100000000000000033,
# res= +-3.33053354860390893e-17, eps=2.32830643653869629e-10
ok 162 - gsl_cdf_tdist_Q (0.325, 1.0) ?= 0.399976879967147869,
# res= +-6.83047368665867793e-18, eps=2.32830643653869629e-10
ok 163 - gsl_cdf_gamma_P (100.0, 1.0, 10.0) ?= 0.999954600070237509,
# res= +-5.7462715141731735e-18, eps=2.32830643653869629e-10
ok 164 - gsl_cdf_chisq_Pinv (3.83473473513595154e-6, 13.0) ?= 1.00000000000000022,
# res= +-2.22044604925031308e-16, eps=2.32830643653869629e-10
ok 165 - gsl_cdf_tdist_Qinv (5.03986033020559088e-1, 300.0) ?= -0.010000000000000054,
# res= +-5.39847978603055778e-17, eps=2.32830643653869629e-10
ok 166 - gsl_cdf_tdist_P (1e-100, 2.0) ?= 0.5,
# res= +-0, eps=2.32830643653869629e-10
ok 167 - gsl_cdf_chisq_Q (2.0, 13.0) ?= 0.999773749915343957,
# res= +-3.68628738645071508e-18, eps=2.32830643653869629e-10
ok 168 - gsl_cdf_fdist_Qinv ( 4.72660931062611202e-1, 500.0, 1.3) ?= 2.00000000000000089,
# res= +-8.88178419700125232e-16, eps=2.32830643653869629e-10
ok 169 - gsl_cdf_fdist_Q (20.0, 200.0, 500.0) ?= 2.92099265879988354e-155,
# res= +-8.85232865413873314e-169, eps=2.32830643653869629e-10
ok 170 - gsl_cdf_ugaussian_Q (-5.0) ?= 0.999999713348428076,
# res= +-4.43438688546571314e-17, eps=4.44089209850062616e-16
ok 171 - gsl_cdf_chisq_Pinv (5.87882248504529790e-19, 13.0) ?= 0.0100000000000000002,
# res= +-2.08370105024557883e-19, eps=2.32830643653869629e-10
ok 172 - gsl_cdf_tdist_P (100.0, 2.0) ?= 0.999950007498750182,
# res= +-3.71339244076285269e-17, eps=2.32830643653869629e-10
ok 173 - gsl_cdf_tdist_Q (-1.5, 1.0) ?= 0.812832958189001142,
# res= +-4.16333634234433703e-17, eps=2.32830643653869629e-10
ok 174 - gsl_cdf_ugaussian_Qinv (0.691462461274013) ?= -0.499999999999999722,
# res= +-2.77555756156289135e-16, eps=5.68434188608080149e-14
ok 175 - gsl_cdf_beta_Qinv ( 6.71301345819416084e-1, 1.2, 1.3) ?= 0.325000000000000344,
# res= +-3.44179979655523383e-16, eps=2.32830643653869629e-10
ok 176 - gsl_cdf_fdist_Q (10.0, 1.2, 1.3) ?= 0.151553762120799157,
# res= +-1.31988061972954096e-16, eps=2.32830643653869629e-10
ok 177 - gsl_cdf_tdist_P (-100.0, 1.0) ?= 0.00318299276490825647,
# res= +-1.32539480421616646e-18, eps=2.32830643653869629e-10
ok 178 - gsl_cdf_tdist_P (2.0, 1.0) ?= 0.852416382349566626,
# res= +-1.00126070629036334e-16, eps=2.32830643653869629e-10
ok 179 - gsl_cdf_gamma_Q (2.0, 1.0, 1.0) ?= 0.135335283236612702,
# res= +-1.03134731657683609e-17, eps=2.32830643653869629e-10
ok 180 - gsl_cdf_ugaussian_Qinv (0.977249868051821) ?= -2.000000000000004,
# res= +-3.99680288865056355e-15, eps=1e-14
ok 181 - gsl_cdf_ugaussian_Q (10.0) ?= 7.61985302416052692e-24,
# res= +-8.54500593157558851e-40, eps=4.54747350886464119e-13
ok 182 - gsl_cdf_chisq_Q (0.001, 13.0) ?= 1,
# res= +-0, eps=2.32830643653869629e-10
ok 183 - gsl_cdf_fdist_P (1.5, 200.0, 500.0) ?= 0.99979417571871243,
# res= +-7.91467585914418237e-18, eps=2.32830643653869629e-10
ok 184 - gsl_cdf_tdist_Q (10000.0, 1.0) ?= 3.18309885122758105e-05,
# res= +-3.81297175162443637e-20, eps=2.32830643653869629e-10
ok 185 - gsl_cdf_tdist_Pinv (5.00318309780080559e-1, 1.0) ?= 0.000999999999999868832,
# res= +-1.31167604684419899e-16, eps=2.32830643653869629e-10
ok 186 - gsl_cdf_fdist_P (1000.0, 500.0, 1.3) ?= 0.990585749380655245,
# res= +-3.00324001778484728e-17, eps=2.32830643653869629e-10
ok 187 - gsl_cdf_tdist_Q (20.0, 300.0) ?= 1.93159812815165494e-57,
# res= +-6.38483520652930962e-69, eps=2.32830643653869629e-10
ok 188 - gsl_cdf_tdist_P (0.001, 300.0) ?= 0.500398609900942981,
# res= +-3.20923843055709312e-17, eps=2.32830643653869629e-10
ok 189 - gsl_cdf_gamma_Q (0.001, 1.0, 10.0) ?= 0.999900004999833336,
# res= +-8.13151629364128326e-19, eps=2.32830643653869629e-10
ok 190 - gsl_cdf_ugaussian_Q (-30.0) ?= 1,
# res= +-0, eps=4.44089209850062616e-16
ok 191 - gsl_cdf_tdist_Q (10000.0, 300.0) ?= 0,
# res= +-0, eps=2.32830643653869629e-10
ok 192 - gsl_cdf_ugaussian_Q (5.0) ?= 2.86651571879193912e-07,
# res= +-1.80945758995974804e-25, eps=4.54747350886464119e-13
ok 193 - gsl_cdf_exppow_Q (1e-32, 0.7, 1.8) ?= 0.5,
# res= +-0, eps=4.44089209850062616e-16
ok 194 - gsl_cdf_tdist_P (1000.0, 2.0) ?= 0.999999500000749997,
# res= +-5.18248638448071119e-17, eps=2.32830643653869629e-10
ok 195 - gsl_cdf_beta_Q (1e-100, 1.2, 1.3) ?= 1,
# res= +-0, eps=2.32830643653869629e-10
ok 196 - gsl_cdf_gamma_P (1.0, 1.0, 10.0) ?= 0.0951625819640404408,
# res= +-1.39794317614849728e-17, eps=2.32830643653869629e-10
ok 197 - gsl_cdf_tdist_Q (0.0, 300.0) ?= 0.5,
# res= +-0, eps=2.32830643653869629e-10
ok 198 - gsl_cdf_tdist_P (0.325, 300.0) ?= 0.627296201542523746,
# res= +-6.61363325216157705e-17, eps=2.32830643653869629e-10
ok 199 - gsl_cdf_ugaussian_P (0.0) ?= 0.5,
# res= +-0, eps=4.44089209850062616e-16
ok 200 - gsl_cdf_tdist_Q (0.325, 300.0) ?= 0.372703798457476199,
# res= +-1.06251812903579435e-17, eps=2.32830643653869629e-10
ok 201 - gsl_cdf_tdist_Q (0.001, 2.0) ?= 0.499646446697795066,
# res= +-2.48011246956059139e-17, eps=2.32830643653869629e-10
ok 202 - gsl_cdf_tdist_P (1.0, 2.0) ?= 0.788675134594813088,
# res= +-2.05564731903251641e-16, eps=2.32830643653869629e-10
ok 203 - '-inf'?='-inf'
ok 204 - gsl_cdf_tdist_Qinv (9.08248290463863016e-1, 2.0) ?= -2.00000000000000044,
# res= +-4.44089209850062616e-16, eps=2.32830643653869629e-10
ok 205 - gsl_cdf_fdist_Qinv ( 1.0, 1.2, 500.0) ?= 0,
# res= +-0, eps=2.32830643653869629e-10
ok 206 - gsl_cdf_beta_Qinv ( 9.16600217169325165e-1, 1.2, 1.3) ?= 0.10000000000000013,
# res= +-1.30449850140740287e-16, eps=2.32830643653869629e-10
ok 207 - gsl_cdf_fdist_Pinv ( 9.00987726336875039e-1, 1.2, 1.3) ?= 20.0000000000000249,
# res= +-2.48689957516035065e-14, eps=2.32830643653869629e-10
ok 208 - gsl_cdf_fdist_Pinv ( 9.92012051694116388e-1, 1.2, 1.3) ?= 1000.00000000001035,
# res= +-1.03455022326670587e-11, eps=2.32830643653869629e-10
ok 209 - gsl_cdf_exponential_P (1e-32, 0.7) ?= 1.42857142857142865e-32,
# res= +-8.13856854223073574e-49, eps=4.44089209850062616e-16
ok 210 - gsl_cdf_tdist_P (0.001, 1.0) ?= 0.500318309780080517,
# res= +-4.21754645096861225e-17, eps=2.32830643653869629e-10
ok 211 - gsl_cdf_fdist_P (1.5, 1.2, 1.3) ?= 0.583998640641553601,
# res= +-2.50667542278648625e-16, eps=2.32830643653869629e-10
ok 212 - gsl_cdf_ugaussian_Q (-0.5) ?= 0.691462461274013118,
# res= +-1.45825192199300346e-17, eps=4.44089209850062616e-16
ok 213 - gsl_cdf_tdist_Qinv (5.31725517430553570e-1, 1.0) ?= -0.0999999999999998529,
# res= +-1.47105906015548848e-16, eps=2.32830643653869629e-10
ok 214 - gsl_cdf_fdist_P (0.0, 1.2, 500.0) ?= 0,
# res= +-0, eps=2.32830643653869629e-10
ok 215 - gsl_cdf_ugaussian_Pinv (0.977249868051821) ?= 2.000000000000004,
# res= +-3.99680288865056355e-15, eps=1e-14
ok 216 - gsl_cdf_tdist_Qinv (4.60205558822231806e-1, 300.0) ?= 0.100000000000000033,
# res= +-3.33053354860390893e-17, eps=2.32830643653869629e-10
ok 217 - gsl_cdf_tdist_P (-10.0, 300.0) ?= 8.27931367555631062e-21,
# res= +-3.8088955702519171e-35, eps=2.32830643653869629e-10
ok 218 - gsl_cdf_gamma_P (0.001, 1.0, 10.0) ?= 9.99950001666626167e-05,
# res= +-1.16559674476072236e-19, eps=2.32830643653869629e-10
ok 219 - gsl_cdf_fdist_Q (0.001, 500.0, 1.3) ?= 1,
# res= +-0, eps=2.32830643653869629e-10
ok 220 - gsl_cdf_chisq_P (1000.0, 13.0) ?= 1,
# res= +-0, eps=2.32830643653869629e-10
ok 221 - gsl_cdf_fdist_Q (1.5, 500.0, 1.3) ?= 0.547983754752542906,
# res= +-3.34476370211778118e-16, eps=2.32830643653869629e-10
ok 222 - gsl_cdf_chisq_Q (10.0, 13.0) ?= 0.693934367980749256,
# res= +-3.65972443322482022e-16, eps=2.32830643653869629e-10
ok 223 - gsl_cdf_fdist_Q (0.0, 1.2, 1.3) ?= 1,
# res= +-0, eps=2.32830643653869629e-10
ok 224 - gsl_cdf_tdist_Q (20.0, 1.0) ?= 0.015902251256176371,
# res= +-4.22500034090445009e-18, eps=2.32830643653869629e-10
ok 225 - gsl_cdf_beta_P (0.01, 1.2, 1.3) ?= 0.00534317264038929214,
# res= +-2.58853268680914184e-18, eps=2.32830643653869629e-10
ok 226 - gsl_cdf_tdist_Q (-1.0, 2.0) ?= 0.788675134594813088,
# res= +-2.05564731903251641e-16, eps=2.32830643653869629e-10
ok 227 - gsl_cdf_ugaussian_Qinv (0.617911422188953) ?= -0.300000000000000988,
# res= +-9.88087649894664466e-16, eps=3.55271367880050093e-15
ok 228 - gsl_cdf_fdist_Pinv (0.95,1.0,261.0) ?= 3.87733403225087558,
# res= +-3.55271367880050093e-15, eps=2.32830643653869629e-10
ok 229 - gsl_cdf_fdist_Q (2.0, 1.2, 500.0) ?= 0.154790885095387187,
# res= +-8.92325493009882287e-16, eps=2.32830643653869629e-10
ok 230 - 'inf'?='inf'
ok 231 - gsl_cdf_fdist_P (1.0, 1.2, 500.0) ?= 0.667656191574653168,
# res= +-4.50648632993599918e-16, eps=2.32830643653869629e-10
ok 232 - gsl_cdf_fdist_P (10000.0, 1.2, 1.3) ?= 0.998210862808842636,
# res= +-5.11201324326915341e-17, eps=2.32830643653869629e-10
ok 233 - gsl_cdf_tdist_P (-1000.0, 1.0) ?= 0.000318309780080558761,
# res= +-1.77321053551767437e-19, eps=2.32830643653869629e-10
ok 234 - gsl_cdf_tdist_Q (1e-100, 2.0) ?= 0.5,
# res= +-0, eps=2.32830643653869629e-10
ok 235 - gsl_cdf_tdist_Qinv (9.95073771488337155e-1, 2.0) ?= -10.000000000000048,
# res= +-4.79616346638067625e-14, eps=2.32830643653869629e-10
ok 236 - gsl_cdf_exponential_Q (0.1, 0.7) ?= 0.866877899750181591,
# res= +-3.71881345162528021e-17, eps=4.44089209850062616e-16
ok 237 - gsl_cdf_ugaussian_Qinv (3.08537538725987e-1) ?= 0.499999999999999722,
# res= +-2.77555756156289135e-16, eps=5.68434188608080149e-14
ok 238 - gsl_cdf_fdist_Pinv ( 8.81784623056911406e-1, 500.0, 1.3) ?= 20.0000000000000213,
# res= +-2.13162820728030056e-14, eps=2.32830643653869629e-10
ok 239 - gsl_cdf_chisq_Pinv (0.0, 13.0) ?= 0,
# res= +-0, eps=2.32830643653869629e-10
ok 240 - gsl_cdf_tdist_P (1000.0, 1.0) ?= 0.999681690219919483,
# res= +-4.22296746183103977e-17, eps=2.32830643653869629e-10
ok 241 - gsl_cdf_ugaussian_Qinv (4.60172162722971e-1) ?= 0.100000000000000006,
# res= +-5.54975987041017582e-18, eps=3.55271367880050093e-15
ok 242 - gsl_cdf_gamma_Qinv (9.04837418035959573e-1, 1.0, 1.0) ?= 0.100000000000000061,
# res= +-6.10609111016680028e-17, eps=2.32830643653869629e-10
ok 243 - gsl_cdf_ugaussian_Pinv (0.579259709439103) ?= 0.1999999999999999,
# res= +-9.99227827216953024e-17, eps=3.55271367880050093e-15
ok 244 - gsl_cdf_tdist_Q (1.5, 2.0) ?= 0.13619656244550063,
# res= +-8.96228620830830103e-17, eps=2.32830643653869629e-10
ok 245 - gsl_cdf_tdist_Q (100.0, 300.0) ?= 1.02557519997741776e-232,
# res= +-5.62229966825400157e-246, eps=2.32830643653869629e-10
ok 246 - gsl_cdf_gamma_Q (10000.0, 1.0, 10.0) ?= 0,
# res= +-0, eps=2.32830643653869629e-10
ok 247 - gsl_cdf_fdist_Q (2.0, 1.2, 1.3) ?= 0.365266418648061308,
# res= +-9.54368962330365278e-17, eps=2.32830643653869629e-10
ok 248 - gsl_cdf_tdist_Qinv (6.27296201542523812e-1, 300.0) ?= -0.325000000000000178,
# res= +-1.77646525961749902e-16, eps=2.32830643653869629e-10
ok 249 - gsl_cdf_gamma_Q (2.0, 1.0, 10.0) ?= 0.818730753077981821,
# res= +-3.80012861456169304e-17, eps=2.32830643653869629e-10
ok 250 - gsl_cdf_tdist_Qinv (3.18299276490825515e-3, 1.0) ?= 100.000000000000014,
# res= +-1.42108547152020037e-14, eps=2.32830643653869629e-10
ok 251 - gsl_cdf_tdist_Pinv (1.36196562445500540e-01, 2.0) ?= -1.50000000000000111,
# res= +-1.11022302462515654e-15, eps=2.32830643653869629e-10
ok 252 - gsl_cdf_fdist_Qinv ( 1.0, 1.2, 1.3) ?= 0,
# res= +-0, eps=2.32830643653869629e-10
ok 253 - gsl_cdf_fdist_Pinv ( 4.38636757068313850e-2, 1.2, 1.3) ?= 0.0099999999999999898,
# res= +-1.01999707508362847e-17, eps=2.32830643653869629e-10
ok 254 - gsl_cdf_gamma_Q (1000.0, 17.0, 10.0) ?= 2.11200951633948176e-25,
# res= +-3.93641554210413013e-40, eps=2.32830643653869629e-10
ok 255 - gsl_cdf_fdist_P (1e-100, 1.2, 1.3) ?= 6.98194275525046127e-61,
# res= +-7.12497399808659017e-75, eps=2.32830643653869629e-10
ok 256 - gsl_cdf_gamma_P (0.325, 17.0, 10.0) ?= 1.37283653245126158e-40,
# res= +-3.14227422646431634e-55, eps=2.32830643653869629e-10
ok 257 - gsl_cdf_ugaussian_Pinv (0.539827837277029) ?= 0.100000000000000006,
# res= +-5.54975987041017582e-18, eps=3.55271367880050093e-15
ok 258 - gsl_cdf_tdist_P (1000.0, 300.0) ?= 1,
# res= +-0, eps=2.32830643653869629e-10
ok 259 - gsl_cdf_gamma_P (1000.0, 1.0, 10.0) ?= 1,
# res= +-0, eps=2.32830643653869629e-10
ok 260 - gsl_cdf_fdist_P (10000.0, 1.2, 500.0) ?= 1,
# res= +-0, eps=2.32830643653869629e-10
ok 261 - gsl_cdf_tdist_Q (-20.0, 2.0) ?= 0.998754668053816408,
# res= +-4.40728183115357552e-17, eps=2.32830643653869629e-10
ok 262 - gsl_cdf_gamma_Pinv (7.76869839851570171e-1, 1.0, 1.0) ?= 1.50000000000000022,
# res= +-2.22044604925031308e-16, eps=2.32830643653869629e-10
ok 263 - gsl_cdf_exppow_Q (-1000.0, 0.7, 1.8) ?= 1,
# res= +-0, eps=2.32830643653869629e-10
ok 264 - gsl_cdf_gamma_Q (10000.0, 1.0, 1.0) ?= 0,
# res= +-0, eps=2.32830643653869629e-10
ok 265 - gsl_cdf_ugaussian_Q(2.0) ?= 0.0227501319481792086,
# res= +-1.31948179208586018e-07, eps=1e-05
ok 266 - gsl_cdf_ugaussian_Qinv (0.9999997133) ?= -4.99996742886607759,
# res= +-3.25711339224099561e-05, eps=0.0001
ok 267 - gsl_cdf_beta_Q (0.999, 1.2, 1.3) ?= 0.000156207166932365585,
# res= +-1.7372116352593666e-19, eps=2.32830643653869629e-10
ok 268 - gsl_cdf_fdist_Q (1e-100, 1.2, 500.0) ?= 1,
# res= +-0, eps=2.32830643653869629e-10
ok 269 - gsl_cdf_fdist_Qinv ( 9.48167577539196671e-1, 1.2, 500.0) ?= 0.0100000000000000141,
# res= +-1.40861579128390146e-17, eps=2.32830643653869629e-10
ok 270 - gsl_cdf_ugaussian_Pinv (3.82088577811047e-1) ?= -0.300000000000000988,
# res= +-9.88087649894664466e-16, eps=3.55271367880050093e-15
ok 271 - gsl_cdf_gamma_P (100.0, 17.0, 10.0) ?= 0.0270416097848011419,
# res= +-1.39133631915991374e-17, eps=2.32830643653869629e-10
ok 272 - gsl_cdf_gamma_Q (0.1, 1.0, 10.0) ?= 0.990049833749167996,
# res= +-5.83300768797201385e-17, eps=2.32830643653869629e-10
ok 273 - gsl_cdf_tdist_Qinv (5.03182992764908255e-1, 1.0) ?= -0.0100000000000001373,
# res= +-1.37251524707192318e-16, eps=2.32830643653869629e-10
ok 274 - gsl_cdf_fdist_Pinv ( 0.0, 1.2, 500.0) ?= 0,
# res= +-0, eps=0
ok 275 - gsl_cdf_tdist_Q (-2.0, 2.0) ?= 0.908248290463863017,
# res= +-1.2468324983583301e-18, eps=2.32830643653869629e-10
ok 276 - gsl_cdf_tdist_Qinv (4.96817007235091745e-1, 1.0) ?= 0.00999999999999996031,
# res= +-3.96902698424420053e-17, eps=2.32830643653869629e-10
ok 277 - gsl_cdf_ugaussian_Qinv (0.841344746068543) ?= -1.00000000000000044,
# res= +-4.44089209850062616e-16, eps=4.54747350886464119e-13
ok 278 - gsl_cdf_gamma_Q (0.0, 17.0, 10.0) ?= 1,
# res= +-0, eps=2.32830643653869629e-10
ok 279 - gsl_cdf_tdist_Pinv (4.92622851166284542e-03, 2.0) ?= -10.0000000000000053,
# res= +-5.32907051820075139e-15, eps=2.32830643653869629e-10
ok 280 - gsl_cdf_tdist_Q (-2.0, 1.0) ?= 0.852416382349566626,
# res= +-1.00126070629036334e-16, eps=2.32830643653869629e-10
ok 281 - gsl_cdf_chisq_Q (0.0, 13.0) ?= 1,
# res= +-0, eps=2.32830643653869629e-10
ok 282 - gsl_cdf_tdist_Q (2.0, 1.0) ?= 0.147583617650433319,
# res= +-4.45878143434663698e-17, eps=2.32830643653869629e-10
ok 283 - gsl_cdf_gamma_Q (1.5, 1.0, 10.0) ?= 0.860707976425057808,
# res= +-9.75781955236953991e-19, eps=2.32830643653869629e-10
ok 284 - gsl_cdf_tdist_Q (-1e-100, 300.0) ?= 0.5,
# res= +-0, eps=2.32830643653869629e-10
ok 285 - gsl_cdf_fdist_Q (0.325, 500.0, 1.3) ?= 0.931388951394845677,
# res= +-7.03105108856849625e-17, eps=2.32830643653869629e-10
ok 286 - gsl_cdf_tdist_Pinv (4.68274482569446430e-1, 1.0) ?= -0.100000000000000019,
# res= +-1.94275476782246326e-17, eps=2.32830643653869629e-10
ok 287 - gsl_cdf_fdist_P (1.0, 1.2, 1.3) ?= 0.509630779074755624,
# res= +-3.71339244076285269e-16, eps=2.32830643653869629e-10
ok 288 - gsl_cdf_tdist_Q (-10000.0, 2.0) ?= 0.99999999500000003,
# res= +-4.45607092891542322e-17, eps=2.32830643653869629e-10
ok 289 - gsl_cdf_ugaussian_Qinv (0.9986501020) ?= -3.00000000713700699,
# res= +-7.13700698540264966e-09, eps=1e-08
ok 290 - gsl_cdf_fdist_Q (20.0, 500.0, 1.3) ?= 0.118215376943088729,
# res= +-1.34122585000034933e-16, eps=2.32830643653869629e-10
ok 291 - gsl_cdf_tdist_Pinv (1.02557519997736154e-232, 300.0) ?= -100,
# res= +-0, eps=2.32830643653869629e-10
ok 292 - gsl_cdf_tdist_Qinv (6.11985772746873767e-1, 2.0) ?= -0.324999999999999567,
# res= +-4.32976137582086196e-16, eps=2.32830643653869629e-10
ok 293 - gsl_cdf_tdist_P (0.001, 2.0) ?= 0.50035355330220499,
# res= +-3.06829214813397755e-17, eps=2.32830643653869629e-10
ok 294 - gsl_cdf_tdist_Qinv (1.47583617650433274e-1, 1.0) ?= 1.99999999999999978,
# res= +-2.22044604925031308e-16, eps=2.32830643653869629e-10
ok 295 - gsl_cdf_ugaussian_P (-0.5) ?= 0.308537538725986882,
# res= +-1.4555414165617897e-17, eps=4.44089209850062616e-16
ok 296 - gsl_cdf_tdist_Pinv (9.84097748743823625e-1, 1.0) ?= 19.9999999999999716,
# res= +-2.84217094304040074e-14, eps=2.32830643653869629e-10
ok 297 - gsl_cdf_gamma_Q (10.0, 1.0, 1.0) ?= 4.53999297624848609e-05,
# res= +-9.44971131780578816e-21, eps=2.32830643653869629e-10
ok 298 - gsl_cdf_tdist_P (-2.0, 300.0) ?= 0.0232007604915745458,
# res= +-5.86146799499975835e-19, eps=2.32830643653869629e-10
ok 299 - gsl_cdf_fdist_Pinv ( 9.99168017659120988e-1, 1.2, 500.0) ?= 10.0000000000000178,
# res= +-1.77635683940025046e-14, eps=2.32830643653869629e-10
ok 300 - gsl_cdf_gamma_Pinv (6.32120558828557678e-1, 1.0, 1.0) ?= 0.999999999999999889,
# res= +-1.11022302462515654e-16, eps=2.32830643653869629e-10
ok 301 - gsl_cdf_tdist_Q (-1.0, 300.0) ?= 0.840941797784686917,
# res= +-5.54027310140092766e-17, eps=2.32830643653869629e-10
ok 302 - gsl_cdf_fdist_P (1.5, 1.2, 500.0) ?= 0.775539230271466429,
# res= +-6.25205182763766132e-16, eps=2.32830643653869629e-10
ok 303 - gsl_cdf_tdist_Q (0.01, 300.0) ?= 0.49601396697944089,
# res= +-2.19008838842071896e-17, eps=2.32830643653869629e-10
ok 304 - gsl_cdf_gamma_Pinv (0.0, 1.0, 1.0) ?= 0,
# res= +-0, eps=0
ok 305 - gsl_cdf_gamma_Q (0.001, 17.0, 10.0) ?= 1,
# res= +-0, eps=2.32830643653869629e-10
ok 306 - gsl_cdf_fdist_P (10000.0, 200.0, 500.0) ?= 1,
# res= +-0, eps=2.32830643653869629e-10
ok 307 - gsl_cdf_tdist_Pinv (8.52416382349566726e-1, 1.0) ?= 1.99999999999999978,
# res= +-2.22044604925031308e-16, eps=2.32830643653869629e-10
ok 308 - gsl_cdf_tdist_Qinv (9.99681690219919441e-1, 1.0) ?= -1000.00000000013245,
# res= +-1.32445165945682675e-10, eps=2.32830643653869629e-10
ok 309 - gsl_cdf_fdist_Q (1000.0, 1.2, 1.3) ?= 0.0079879483058836135,
# res= +-2.41065576788573876e-18, eps=2.32830643653869629e-10
ok 310 - gsl_cdf_tdist_Q (-0.325, 2.0) ?= 0.611985772746873824,
# res= +-5.6974824164113258e-17, eps=2.32830643653869629e-10
ok 311 - gsl_cdf_chisq_P (1.0, 13.0) ?= 3.8347347351359507e-06,
# res= +-8.41242682966429145e-22, eps=2.32830643653869629e-10
ok 312 - gsl_cdf_tdist_Pinv (8.279313675556272534e-21, 300.0) ?= -10.0000000000000018,
# res= +-1.77635683940025046e-15, eps=2.32830643653869629e-10
ok 313 - gsl_cdf_gamma_P (1e-100, 1.0, 1.0) ?= 9.9999999999998898e-101,
# res= +-1.10200953987777704e-114, eps=2.32830643653869629e-10
ok 314 - gsl_cdf_tdist_P (0.1, 1.0) ?= 0.531725517430553518,
# res= +-5.0849081889570158e-17, eps=2.32830643653869629e-10
ok 315 - gsl_cdf_tdist_P (1.5, 300.0) ?= 0.932666983425369134,
# res= +-3.19839640883223808e-18, eps=2.32830643653869629e-10
ok 316 - gsl_cdf_chisq_Pinv (9.99999999999998341e-1, 13.0) ?= 99.9914855524411621,
# res= +-0.00851444755883790094, eps=0.1
ok 317 - gsl_cdf_fdist_P (1.5, 500.0, 1.3) ?= 0.452016245247457038,
# res= +-3.83970199385741395e-16, eps=2.32830643653869629e-10
ok 318 - gsl_cdf_fdist_Pinv ( 8.23342055585482999e-61, 1.2, 500.0) ?= 9.99999999999970707e-101,
# res= +-2.92932766274504448e-114, eps=2.32830643653869629e-10
ok 319 - gsl_cdf_fdist_P (2.0, 1.2, 1.3) ?= 0.634733581351938692,
# res= +-9.54640012873486654e-17, eps=2.32830643653869629e-10
ok 320 - gsl_cdf_tdist_Q (-0.01, 300.0) ?= 0.50398603302055911,
# res= +-2.19008838842071896e-17, eps=2.32830643653869629e-10
ok 321 - gsl_cdf_tdist_P (-10.0, 2.0) ?= 0.00492622851166284702,
# res= +-1.59792765499523759e-18, eps=2.32830643653869629e-10
ok 322 - gsl_cdf_tdist_P (-1.5, 2.0) ?= 0.13619656244550063,
# res= +-8.96228620830830103e-17, eps=2.32830643653869629e-10
ok 323 - gsl_cdf_beta_Pinv ( 5.34317264038929473e-3, 1.2, 1.3) ?= 0.0100000000000000054,
# res= +-5.41254053295497917e-18, eps=2.32830643653869629e-10
ok 324 - gsl_cdf_tdist_Pinv (2.32007604915745452e-02, 300.0) ?= -2,
# res= +-0, eps=2.32830643653869629e-10
ok 325 - gsl_cdf_fdist_Qinv ( 6.85869954753804551e-1, 1.2, 1.3) ?= 0.324999999999999789,
# res= +-2.10931532657054888e-16, eps=2.32830643653869629e-10
ok 326 - gsl_cdf_ugaussian_P (0.5) ?= 0.691462461274013118,
# res= +-1.45825192199300346e-17, eps=4.44089209850062616e-16
ok 327 - gsl_cdf_ugaussian_Qinv (0.579259709439103) ?= -0.1999999999999999,
# res= +-9.99227827216953024e-17, eps=3.55271367880050093e-15
ok 328 - gsl_cdf_fdist_Q (1e-100, 200.0, 500.0) ?= 1,
# res= +-0, eps=2.32830643653869629e-10
ok 329 - gsl_cdf_fdist_P (0.01, 500.0, 1.3) ?= 1.45915624888551125e-26,
# res= +-1.11129974713279618e-40, eps=2.32830643653869629e-10
ok 330 - gsl_cdf_tdist_Q (1e-100, 300.0) ?= 0.5,
# res= +-0, eps=2.32830643653869629e-10
ok 331 - gsl_cdf_fdist_Qinv ( 3.32343808425346381e-1, 1.2, 500.0) ?= 1.00000000000000266,
# res= +-2.6645352591003757e-15, eps=2.32830643653869629e-10
ok 332 - gsl_cdf_tdist_P (-0.325, 2.0) ?= 0.388014227253126176,
# res= +-5.70019292184253956e-17, eps=2.32830643653869629e-10
ok 333 - gsl_cdf_fdist_Qinv ( 1.0, 500.0, 1.3) ?= 0,
# res= +-0, eps=2.32830643653869629e-10
ok 334 - gsl_cdf_fdist_Qinv ( 9.56136324293168615e-1, 1.2, 1.3) ?= 0.00999999999999998286,
# res= +-1.71388646547435131e-17, eps=2.32830643653869629e-10
ok 335 - gsl_cdf_gamma_P (10.0, 1.0, 1.0) ?= 0.999954600070237509,
# res= +-5.7462715141731735e-18, eps=2.32830643653869629e-10
ok 336 - gsl_cdf_tdist_P (20.0, 1.0) ?= 0.984097748743823608,
# res= +-1.67509235649010435e-17, eps=2.32830643653869629e-10
ok 337 - gsl_cdf_gamma_P (10.0, 1.0, 10.0) ?= 0.632120558828557666,
# res= +-1.20346441145890992e-17, eps=2.32830643653869629e-10
ok 338 - gsl_cdf_fdist_P (1000.0, 200.0, 500.0) ?= 1,
# res= +-0, eps=2.32830643653869629e-10
ok 339 - gsl_cdf_gamma_P (0.001, 17.0, 10.0) ?= 2.81119174040423623e-83,
# res= +-7.789459071588704e-98, eps=2.32830643653869629e-10
ok 340 - gsl_cdf_gamma_Qinv (2.06115362243855783e-9, 1.0, 1.0) ?= 20,
# res= +-0, eps=2.32830643653869629e-10
ok 341 - gsl_cdf_ugaussian_P (-0.7) ?= 0.241963652223073006,
# res= +-8.95822045016148039e-18, eps=4.44089209850062616e-16
ok 342 - gsl_cdf_tdist_Qinv (5.35267280792929913e-1, 2.0) ?= -0.100000000000000047,
# res= +-4.71831232938535461e-17, eps=2.32830643653869629e-10
ok 343 - gsl_cdf_tdist_P (1.5, 2.0) ?= 0.863803437554499398,
# res= +-6.19079440489223032e-17, eps=2.32830643653869629e-10
ok 344 - gsl_cdf_tdist_Q (0.0, 2.0) ?= 0.5,
# res= +-0, eps=2.32830643653869629e-10
ok 345 - gsl_cdf_beta_P (0.999, 1.2, 1.3) ?= 0.999843792833067679,
# res= +-4.54280710271426358e-17, eps=2.32830643653869629e-10
ok 346 - gsl_cdf_fdist_P (0.001, 1.2, 1.3) ?= 0.0110608485860238699,
# res= +-1.35161047393368705e-17, eps=2.32830643653869629e-10
ok 347 - gsl_cdf_fdist_Q (1.0, 200.0, 500.0) ?= 0.493253673878780607,
# res= +-5.11265834356178228e-14, eps=2.32830643653869629e-10
ok 348 - gsl_cdf_chisq_Qinv (9.99956828161079894e-1, 13.0) ?= 1.5000000000000262,
# res= +-2.62012633811536944e-14, eps=2.32830643653869629e-10
ok 349 - gsl_cdf_fdist_Q (1.5, 200.0, 500.0) ?= 0.000205824281287581105,
# res= +-1.9309532165870467e-17, eps=2.32830643653869629e-10
ok 350 - gsl_cdf_ugaussian_Pinv (3.44578258389676e-1) ?= -0.399999999999999578,
# res= +-4.21890170368421913e-16, eps=3.55271367880050093e-15
ok 351 - gsl_cdf_ugaussian_P (1e-16) ?= 0.5,
# res= +-3.98986399474665632e-17, eps=4.44089209850062616e-16
ok 352 - gsl_cdf_gamma_P (1e-100, 1.0, 10.0) ?= 9.99999999999998466e-102,
# res= +-1.53455327217819086e-116, eps=2.32830643653869629e-10
ok 353 - gsl_cdf_fdist_Qinv ( 5.47983754752542572e-1, 500.0, 1.3) ?= 1.50000000000000244,
# res= +-2.44249065417534439e-15, eps=2.32830643653869629e-10
ok 354 - gsl_cdf_beta_P (1e-100, 1.2, 1.3) ?= 1.34434944656486535e-120,
# res= +-3.06085749354565819e-134, eps=2.32830643653869629e-10
ok 355 - gsl_cdf_tdist_Q (1000.0, 1.0) ?= 0.000318309780080558761,
# res= +-1.78326905176631918e-19, eps=2.32830643653869629e-10
ok 356 - gsl_cdf_chisq_P (100.0, 13.0) ?= 0.999999999999998335,
# res= +-6.28837260041592572e-18, eps=2.32830643653869629e-10
ok 357 - gsl_cdf_fdist_Qinv ( 9.31388951394845747e-1, 500.0, 1.3) ?= 0.324999999999999845,
# res= +-1.55420381425797061e-16, eps=2.32830643653869629e-10
ok 358 - gsl_cdf_ugaussian_Qinv (2.2750131948179e-2) ?= 2.00000000000000355,
# res= +-3.55271367880050093e-15, eps=1e-14
ok 359 - gsl_cdf_tdist_Q (-0.325, 1.0) ?= 0.600023120032852186,
# res= +-6.22874148092922297e-17, eps=2.32830643653869629e-10
ok 360 - gsl_cdf_fdist_Q (10.0, 500.0, 1.3) ?= 0.183160371421586254,
# res= +-1.58388384872976129e-16, eps=2.32830643653869629e-10
ok 361 - gsl_cdf_exppow_P (-1e-32, 0.7, 1.8) ?= 0.5,
# res= +-0, eps=4.44089209850062616e-16
ok 362 - gsl_cdf_fdist_Pinv ( 3.90502983219393749e-1, 1.2, 500.0) ?= 0.325000000000000566,
# res= +-5.66224584580554691e-16, eps=2.32830643653869629e-10
ok 363 - gsl_cdf_fdist_Q (10.0, 200.0, 500.0) ?= 5.98048337182019455e-96,
# res= +-7.10190030947221284e-109, eps=2.32830643653869629e-10
ok 364 - gsl_cdf_ugaussian_Q (1e-32) ?= 0.5,
# res= +-0, eps=4.44089209850062616e-16
ok 365 - gsl_cdf_beta_P (0.325, 1.2, 1.3) ?= 0.328698654180583583,
# res= +-3.33365062984980476e-16, eps=2.32830643653869629e-10
ok 366 - gsl_cdf_tdist_Q (-1.0, 1.0) ?= 0.75,
# res= +-0, eps=2.32830643653869629e-10
ok 367 - gsl_cdf_tdist_Pinv (4.64732719207070087e-01, 2.0) ?= -0.0999999999999999084,
# res= +-9.15947547842910215e-17, eps=2.32830643653869629e-10
ok 368 - gsl_cdf_exppow_Q (-0.1, 0.7, 1.8) ?= 0.579465091713248448,
# res= +-2.65629532258948586e-18, eps=4.44089209850062616e-16
ok 369 - gsl_cdf_gamma_Q (0.01, 1.0, 10.0) ?= 0.999000499833375022,
# res= +-2.99239799605999224e-17, eps=2.32830643653869629e-10
ok 370 - gsl_cdf_tdist_P (-1.0, 1.0) ?= 0.250000000000000056,
# res= +-5.5511151231257827e-17, eps=2.32830643653869629e-10
ok 371 - gsl_cdf_tdist_Q (100.0, 2.0) ?= 4.99925012497812635e-05,
# res= +-2.59039880627106147e-20, eps=2.32830643653869629e-10
ok 372 - gsl_cdf_gamma_P (0.0, 17.0, 10.0) ?= 0,
# res= +-0, eps=2.32830643653869629e-10
ok 373 - gsl_cdf_gamma_P (1000.0, 17.0, 10.0) ?= 1,
# res= +-0, eps=2.32830643653869629e-10
ok 374 - gsl_cdf_ugaussian_Q (30.0) ?= 4.90671392714818718e-198,
# res= +-1.17121234114329648e-214, eps=4.54747350886464119e-13
ok 375 - gsl_cdf_chisq_P (0.1, 13.0) ?= 1.78796983358555234e-12,
# res= +-1.75699045115349854e-27, eps=2.32830643653869629e-10
ok 376 - gsl_cdf_ugaussian_Pinv (3.16712e-5) ?= -4.00000031258369138,
# res= +-3.12583691375323269e-07, eps=1e-06
ok 377 - gsl_cdf_fdist_Pinv ( 6.86110486051542533e-2, 500.0, 1.3) ?= 0.3249999999999999,
# res= +-9.99092301945392336e-17, eps=2.32830643653869629e-10
ok 378 - gsl_cdf_ugaussian_Pinv (1.58655253931457e-1) ?= -1.00000000000000044,
# res= +-4.44089209850062616e-16, eps=4.54747350886464119e-13
ok 379 - gsl_cdf_fdist_P (0.325, 500.0, 1.3) ?= 0.0686110486051545315,
# res= +-2.78219829986936507e-16, eps=2.32830643653869629e-10
ok 380 - gsl_cdf_ugaussian_Qinv (2.86648e-7) ?= 5.00000240253834871,
# res= +-2.4025383487114027e-06, eps=0.0001
ok 381 - gsl_cdf_tdist_P (0.01, 300.0) ?= 0.50398603302055911,
# res= +-2.19008838842071896e-17, eps=2.32830643653869629e-10
ok 382 - gsl_cdf_tdist_Pinv (0.5, 1.0) ?= 0,
# res= +-0, eps=0
ok 383 - 'inf'?='inf'
ok 384 - gsl_cdf_tdist_P (-10.0, 1.0) ?= 0.0317255174305535667,
# res= +-2.78843246236115672e-18, eps=2.32830643653869629e-10
ok 385 - gsl_cdf_ugaussian_Q (-1e10) ?= 1,
# res= +-0, eps=4.44089209850062616e-16
ok 386 - gsl_cdf_gamma_P (1.5, 1.0, 10.0) ?= 0.139292023574942192,
# res= +-1.0028870095490916e-18, eps=2.32830643653869629e-10
ok 387 - gsl_cdf_exppow_P (1000.0, 0.7, 1.8) ?= 1,
# res= +-0, eps=2.32830643653869629e-10
ok 388 - gsl_cdf_tdist_P (-0.325, 1.0) ?= 0.399976879967147869,
# res= +-6.83047368665867793e-18, eps=2.32830643653869629e-10
ok 389 - gsl_cdf_chisq_Q (0.325, 13.0) ?= 0.999999996553886827,
# res= +-3.45860493022875914e-17, eps=2.32830643653869629e-10
ok 390 - gsl_cdf_tdist_Q (-100.0, 300.0) ?= 1,
# res= +-0, eps=2.32830643653869629e-10
ok 391 - gsl_cdf_fdist_Qinv ( 9.90122736631249612e-2, 1.2, 1.3) ?= 20.0000000000000178,
# res= +-1.77635683940025046e-14, eps=2.32830643653869629e-10
ok 392 - gsl_cdf_tdist_P (-1000.0, 300.0) ?= 0,
# res= +-0, eps=2.32830643653869629e-10
ok 393 - gsl_cdf_gamma_Q (20.0, 17.0, 10.0) ?= 0.99999999994393951,
# res= +-2.04372109513517586e-17, eps=2.32830643653869629e-10
ok 394 - gsl_cdf_gamma_Q (0.001, 1.0, 1.0) ?= 0.999000499833375022,
# res= +-2.99239799605999224e-17, eps=2.32830643653869629e-10
ok 395 - gsl_cdf_ugaussian_Q (1e10) ?= 0,
# res= +-0, eps=0
ok 396 - gsl_cdf_fdist_Qinv ( 4.93253673878831734e-1, 200.0, 500.0) ?= 0.999999999999985456,
# res= +-1.45439216225895507e-14, eps=2.32830643653869629e-10
ok 397 - gsl_cdf_tdist_P (10000.0, 2.0) ?= 0.99999999500000003,
# res= +-4.34765071166687278e-17, eps=2.32830643653869629e-10
ok 398 - gsl_cdf_fdist_P (10.0, 1.2, 500.0) ?= 0.999168017659120999,
# res= +-1.14383329197220718e-17, eps=2.32830643653869629e-10
ok 399 - gsl_cdf_ugaussian_Qinv (3.82088577811047e-1) ?= 0.300000000000000988,
# res= +-9.88087649894664466e-16, eps=3.55271367880050093e-15
ok 400 - gsl_cdf_tdist_P (0.1, 300.0) ?= 0.539794441177768203,
# res= +-8.78203759713258592e-18, eps=2.32830643653869629e-10
ok 401 - gsl_cdf_tdist_Pinv (1.59022512561763751e-2, 1.0) ?= -20,
# res= +-0, eps=2.32830643653869629e-10
ok 402 - gsl_cdf_tdist_Pinv (8.40941797784686861e-01, 300.0) ?= 0.999999999999999556,
# res= +-4.44089209850062616e-16, eps=2.32830643653869629e-10
ok 403 - gsl_cdf_exponential_Qinv (0.99999, 0.7) ?= 7.00003500020147675e-06,
# res= +-3.18583269338041516e-17, eps=2.32830643653869629e-10
ok 404 - gsl_cdf_fdist_P (100.0, 1.2, 500.0) ?= 1,
# res= +-0, eps=2.32830643653869629e-10
ok 405 - gsl_cdf_gamma_Q (0.1, 1.0, 1.0) ?= 0.904837418035959518,
# res= +-5.54027310140092766e-17, eps=2.32830643653869629e-10
ok 406 - gsl_cdf_gamma_Q (0.1, 17.0, 10.0) ?= 1,
# res= +-0, eps=2.32830643653869629e-10
ok 407 - '-inf'?='-inf'
ok 408 - gsl_cdf_chisq_Pinv (4.31718389201041932e-5, 13.0) ?= 1.5,
# res= +-0, eps=2.32830643653869629e-10
ok 409 - gsl_cdf_ugaussian_Q (-10.0) ?= 1,
# res= +-0, eps=4.44089209850062616e-16
ok 410 - gsl_cdf_tdist_P (100.0, 300.0) ?= 1,
# res= +-0, eps=2.32830643653869629e-10
ok 411 - gsl_cdf_fdist_Pinv ( 8.48446237879200975e-1, 1.2, 1.3) ?= 10.0000000000000089,
# res= +-8.88178419700125232e-15, eps=2.32830643653869629e-10
ok 412 - gsl_cdf_tdist_P (-0.01, 2.0) ?= 0.496464554479100484,
# res= +-2.14129929065887126e-18, eps=2.32830643653869629e-10
ok 413 - gsl_cdf_tdist_Qinv (4.68274482569446430e-1, 1.0) ?= 0.100000000000000019,
# res= +-1.94275476782246326e-17, eps=2.32830643653869629e-10
ok 414 - gsl_cdf_tdist_P (10000.0, 300.0) ?= 1,
# res= +-0, eps=2.32830643653869629e-10
ok 415 - gsl_cdf_tdist_Pinv (4.99646446697795041e-01, 2.0) ?= -0.000999999999999928897,
# res= +-7.11028043287229537e-17, eps=2.32830643653869629e-10
ok 416 - gsl_cdf_gamma_Pinv (9.99954600070237515e-1, 1.0, 1.0) ?= 9.99999999999987033,
# res= +-1.29674049276218284e-13, eps=2.32830643653869629e-10
ok 417 - gsl_cdf_beta_P (0.1, 1.2, 1.3) ?= 0.0833997828306747568,
# res= +-7.77576245579447711e-17, eps=2.32830643653869629e-10
ok 418 - gsl_cdf_ugaussian_Qinv (1.58655253931457e-1) ?= 1.00000000000000044,
# res= +-4.44089209850062616e-16, eps=4.54747350886464119e-13
ok 419 - gsl_cdf_exppow_Q (1000.0, 0.7, 1.8) ?= 0,
# res= +-0, eps=2.32830643653869629e-10
ok 420 - gsl_cdf_beta_Qinv ( 9.94656827359610705e-1, 1.2, 1.3) ?= 0.0100000000000000228,
# res= +-2.27597752927230501e-17, eps=2.32830643653869629e-10
ok 421 - gsl_cdf_fdist_Pinv ( 8.16839628578413905e-1, 500.0, 1.3) ?= 10.0000000000000089,
# res= +-8.88178419700125232e-15, eps=2.32830643653869629e-10
ok 422 - gsl_cdf_ugaussian_Qinv (1.349898e-3) ?= 3.0000000071369981,
# res= +-7.13699810361845266e-09, eps=1e-08
ok 423 - gsl_cdf_beta_Pinv ( 0.025, 2133.0, 7868.0) ?= 0.20530562929915544,
# res= +-3.21467299394667672e-15, eps=2.32830643653869629e-10
ok 424 - gsl_cdf_ugaussian_Qinv (0.9999683288) ?= -4.00000031258348709,
# res= +-3.12583487094286738e-07, eps=1e-06
ok 425 - gsl_cdf_fdist_Pinv ( 3.18220452357263554e-18, 200.0, 500.0) ?= 0.3249999999999994,
# res= +-5.99509591275859677e-16, eps=2.32830643653869629e-10
ok 426 - gsl_cdf_exponential_Qinv (0.86, 0.7) ?= 0.105576022814208553,
# res= +-8.28059409235804011e-18, eps=4.44089209850062616e-16
ok 427 - gsl_cdf_fdist_Q (0.0, 500.0, 1.3) ?= 1,
# res= +-0, eps=2.32830643653869629e-10
ok 428 - gsl_cdf_fdist_Qinv ( 7.97764898283923711e-1, 1.2, 500.0) ?= 0.100000000000000241,
# res= +-2.41472152603255941e-16, eps=2.32830643653869629e-10
ok 429 - gsl_cdf_ugaussian_P (1e-8) ?= 0.500000003989422792,
# res= +-1.18720137887162736e-17, eps=4.44089209850062616e-16
ok 430 - gsl_cdf_tdist_Pinv (9.76799239508425455e-01, 300.0) ?= 2.00000000000000089,
# res= +-8.88178419700125232e-16, eps=2.32830643653869629e-10
ok 431 - gsl_cdf_tdist_P (10000.0, 1.0) ?= 0.999968169011487773,
# res= +-4.90059381963448004e-17, eps=2.32830643653869629e-10
ok 432 - gsl_cdf_tdist_Q (-10.0, 300.0) ?= 1,
# res= +-0, eps=2.32830643653869629e-10
ok 433 - gsl_cdf_tdist_Pinv (5.03986033020559088e-01, 300.0) ?= 0.010000000000000054,
# res= +-5.39847978603055778e-17, eps=2.32830643653869629e-10
ok 434 - gsl_cdf_gamma_Q (0.0, 1.0, 1.0) ?= 1,
# res= +-0, eps=2.32830643653869629e-10
ok 435 - gsl_cdf_fdist_Qinv ( 4.19549427957787016e-2, 500.0, 1.3) ?= 100.000000000000114,
# res= +-1.1368683772161603e-13, eps=2.32830643653869629e-10
ok 436 - gsl_cdf_exponential_Pinv (0.13, 0.7) ?= 0.0974834471334553587,
# res= +-4.11996825544491685e-18, eps=4.44089209850062616e-16
ok 437 - gsl_cdf_chisq_P (20.0, 13.0) ?= 0.904789743921908363,
# res= +-1.24357989184087359e-16, eps=2.32830643653869629e-10
ok 438 - gsl_cdf_tdist_Q (1.5, 1.0) ?= 0.187167041810998858,
# res= +-4.16198108962873015e-17, eps=2.32830643653869629e-10
ok 439 - gsl_cdf_fdist_Pinv ( 1.68242392712840734e-1, 1.2, 1.3) ?= 0.0999999999999999223,
# res= +-7.77169669764765647e-17, eps=2.32830643653869629e-10
ok 440 - gsl_cdf_fdist_Q (1000.0, 1.2, 500.0) ?= 1.14328577259666223e-134,
# res= +-7.06812034414381193e-149, eps=2.32830643653869629e-10
ok 441 - gsl_cdf_fdist_P (0.325, 200.0, 500.0) ?= 3.18220452357302355e-18,
# res= +-3.88007927635805187e-31, eps=2.32830643653869629e-10
ok 442 - gsl_cdf_tdist_Qinv (3.72703798457476188e-1, 300.0) ?= 0.325000000000000011,
# res= +-1.11130722679764204e-17, eps=2.32830643653869629e-10
ok 443 - gsl_cdf_tdist_Pinv (5.31725517430553569e-1, 1.0) ?= 0.0999999999999998529,
# res= +-1.47105906015548848e-16, eps=2.32830643653869629e-10
ok 444 - gsl_cdf_ugaussian_Q (-1e-16) ?= 0.5,
# res= +-3.98986399474665632e-17, eps=4.44089209850062616e-16
ok 445 - gsl_cdf_gamma_P (1e-100, 17.0, 10.0) ?= 0,
# res= +-0, eps=2.32830643653869629e-10
ok 446 - gsl_cdf_fdist_Pinv ( 3.14130045246195449e-1, 1.2, 1.3) ?= 0.324999999999999567,
# res= +-4.32976137582086196e-16, eps=2.32830643653869629e-10
ok 447 - gsl_cdf_ugaussian_Q (1e-16) ?= 0.5,
# res= +-3.99257450017787008e-17, eps=4.44089209850062616e-16
ok 448 - gsl_cdf_fdist_Q (0.001, 1.2, 1.3) ?= 0.988939151413976147,
# res= +-3.46944695195361419e-18, eps=2.32830643653869629e-10
ok 449 - gsl_cdf_fdist_Qinv ( 9.41425061934473424e-3, 500.0, 1.3) ?= 999.999999999998408,
# res= +-1.59161572810262442e-12, eps=2.32830643653869629e-10
ok 450 - gsl_cdf_gamma_Q (0.325, 17.0, 10.0) ?= 1,
# res= +-0, eps=2.32830643653869629e-10
ok 451 - gsl_cdf_tdist_Pinv (9.99681690219919441e-1, 1.0) ?= 1000.00000000013245,
# res= +-1.32445165945682675e-10, eps=2.32830643653869629e-10
ok 452 - gsl_cdf_tdist_Qinv (9.84097748743823625e-1, 1.0) ?= -19.9999999999999716,
# res= +-2.84217094304040074e-14, eps=2.32830643653869629e-10
ok 453 - gsl_cdf_ugaussian_Pinv (3.08537538725987e-1) ?= -0.499999999999999722,
# res= +-2.77555756156289135e-16, eps=5.68434188608080149e-14
ok 454 - gsl_cdf_gamma_P (20.0, 1.0, 1.0) ?= 0.999999997938846419,
# res= +-4.08744219027035172e-17, eps=2.32830643653869629e-10
ok 455 - gsl_cdf_tdist_Q (0.325, 2.0) ?= 0.388014227253126176,
# res= +-5.70019292184253956e-17, eps=2.32830643653869629e-10
ok 456 - gsl_cdf_chisq_Qinv (9.99999996553886862e-1, 13.0) ?= 0.325000000516391663,
# res= +-5.16391662774579735e-10, eps=1e-06
ok 457 - gsl_cdf_tdist_Q (0.001, 1.0) ?= 0.499681690219919428,
# res= +-1.33085816672595669e-17, eps=2.32830643653869629e-10
ok 458 - gsl_cdf_fdist_Qinv ( 6.61524946193595385e-1, 500.0, 1.3) ?= 1.00000000000000067,
# res= +-6.66133814775093924e-16, eps=2.32830643653869629e-10
ok 459 - gsl_cdf_gamma_P (2.0, 1.0, 10.0) ?= 0.181269246922018151,
# res= +-1.02592630571440857e-17, eps=2.32830643653869629e-10
ok 460 - gsl_cdf_chisq_Qinv (9.99773749915343954e-1, 13.0) ?= 1.999999999999994,
# res= +-5.99520433297584532e-15, eps=2.32830643653869629e-10
ok 461 - gsl_cdf_tdist_Qinv (2.5e-1, 1.0) ?= 1.00000000000000022,
# res= +-2.22044604925031308e-16, eps=2.32830643653869629e-10
ok 462 - gsl_cdf_gamma_Q (10.0, 17.0, 10.0) ?= 0.99999999999999889,
# res= +-1.51788304147970621e-17, eps=2.32830643653869629e-10
ok 463 - gsl_cdf_fdist_P (3.479082213465832574, 1, 4040712) ?= 0.937850727637231429,
# res= +-2.69028506069690643e-15, eps=2.32830643653869629e-10
ok 464 - gsl_cdf_gamma_Pinv (9.95016625083194643e-3, 1.0, 1.0) ?= 0.00999999999999999674,
# res= +-3.26107684692905631e-18, eps=2.32830643653869629e-10
ok 465 - gsl_cdf_ugaussian_Pinv (0.841344746068543) ?= 1.00000000000000044,
# res= +-4.44089209850062616e-16, eps=4.54747350886464119e-13
ok 466 - gsl_cdf_gamma_P (0.1, 1.0, 10.0) ?= 0.00995016625083195404,
# res= +-7.60720289929087135e-18, eps=2.32830643653869629e-10
ok 467 - gsl_cdf_tdist_Pinv (3.88014227253126233e-01, 2.0) ?= -0.324999999999999734,
# res= +-2.66442683888312715e-16, eps=2.32830643653869629e-10
ok 468 - gsl_cdf_fdist_Qinv ( 5.98048337181948436e-96, 200.0, 500.0) ?= 10.0000000000000053,
# res= +-5.32907051820075139e-15, eps=2.32830643653869629e-10
ok 469 - gsl_cdf_fdist_Q (0.01, 1.2, 1.3) ?= 0.956136324293168638,
# res= +-2.29308759480684188e-17, eps=2.32830643653869629e-10
ok 470 - gsl_cdf_gamma_P (0.0, 1.0, 10.0) ?= 0,
# res= +-0, eps=2.32830643653869629e-10
ok 471 - gsl_cdf_tdist_Q (-0.001, 1.0) ?= 0.500318309780080517,
# res= +-4.21754645096861225e-17, eps=2.32830643653869629e-10
ok 472 - gsl_cdf_fdist_P (0.1, 1.2, 1.3) ?= 0.168242392712840805,
# res= +-7.07712968089913019e-17, eps=2.32830643653869629e-10
ok 473 - gsl_cdf_fdist_P (10.0, 500.0, 1.3) ?= 0.816839628578413746,
# res= +-1.59377719355369152e-16, eps=2.32830643653869629e-10
ok 474 - gsl_cdf_gamma_P (0.1, 17.0, 10.0) ?= 2.78502998087492932e-49,
# res= +-8.01967461840127378e-64, eps=2.32830643653869629e-10
ok 475 - gsl_cdf_fdist_P (0.0, 1.2, 1.3) ?= 0,
# res= +-0, eps=2.32830643653869629e-10
ok 476 - gsl_cdf_tdist_P (-10000.0, 300.0) ?= 0,
# res= +-0, eps=2.32830643653869629e-10
ok 477 - gsl_cdf_chisq_Pinv (1.86631102655845996e-25, 13.0) ?= 0.00100000000000000002,
# res= +-2.08581863261371458e-20, eps=2.32830643653869629e-10
ok 478 - gsl_cdf_tdist_Q (0.1, 1.0) ?= 0.468274482569446426,
# res= +-3.65918233213857746e-18, eps=2.32830643653869629e-10
ok 479 - gsl_cdf_chisq_Pinv (3.06065632019251110e-1, 13.0) ?= 10.0000000000000036,
# res= +-3.55271367880050093e-15, eps=2.32830643653869629e-10
ok 480 - 'inf'?='inf'
ok 481 - gsl_cdf_tdist_Qinv (3.18309885122757724e-5, 1.0) ?= 10000.0000000000091,
# res= +-9.09494701772928238e-12, eps=2.32830643653869629e-10
ok 482 - gsl_cdf_fdist_Pinv ( 0.0, 200.0, 500.0) ?= 0,
# res= +-0, eps=2.32830643653869629e-10
ok 483 - gsl_cdf_gamma_Qinv (9.90049833749168054e-1, 1.0, 1.0) ?= 0.00999999999999994296,
# res= +-5.70375046022100762e-17, eps=2.32830643653869629e-10
ok 484 - gsl_cdf_gamma_Q (1000.0, 1.0, 1.0) ?= 0,
# res= +-0, eps=2.32830643653869629e-10
ok 485 - gsl_cdf_tdist_P (-1e-100, 1.0) ?= 0.5,
# res= +-0, eps=2.32830643653869629e-10
ok 486 - 'inf'?='inf'
ok 487 - gsl_cdf_tdist_Q (-1000.0, 1.0) ?= 0.999681690219919483,
# res= +-4.22296746183103977e-17, eps=2.32830643653869629e-10
ok 488 - gsl_cdf_beta_Q (0.99, 1.2, 1.3) ?= 0.00311356165874561658,
# res= +-2.99828487504340963e-18, eps=2.32830643653869629e-10
ok 489 - gsl_cdf_tdist_P (-1000.0, 2.0) ?= 4.99999250001250548e-07,
# res= +-5.49868312194625147e-22, eps=2.32830643653869629e-10
ok 490 - gsl_cdf_tdist_Q (2.0, 300.0) ?= 0.0232007604915745423,
# res= +-2.88330015245363835e-18, eps=2.32830643653869629e-10
ok 491 - gsl_cdf_gamma_P (2.0, 17.0, 10.0) ?= 3.05092926217897135e-27,
# res= +-1.44209376586747331e-41, eps=2.32830643653869629e-10
ok 492 - gsl_cdf_fdist_P (100.0, 500.0, 1.3) ?= 0.958045057204221284,
# res= +-1.07336015076064939e-17, eps=2.32830643653869629e-10
ok 493 - gsl_cdf_fdist_P (0.0, 500.0, 1.3) ?= 0,
# res= +-0, eps=2.32830643653869629e-10
ok 494 - gsl_cdf_tdist_P (0.01, 1.0) ?= 0.503182992764908299,
# res= +-4.39643980942872048e-17, eps=2.32830643653869629e-10
ok 495 - gsl_cdf_gamma_Q (1e-100, 17.0, 10.0) ?= 1,
# res= +-0, eps=2.32830643653869629e-10
ok 496 - gsl_cdf_tdist_Q (-0.1, 2.0) ?= 0.535267280792929956,
# res= +-4.28801959218017004e-17, eps=2.32830643653869629e-10
ok 497 - gsl_cdf_fdist_Pinv ( 9.97891924831461387e-1, 500.0, 1.3) ?= 9999.99999999998909,
# res= +-1.09139364212751389e-11, eps=2.32830643653869629e-10
ok 498 - gsl_cdf_tdist_Pinv (9.32666983425369137e-01, 300.0) ?= 1.5,
# res= +-0, eps=2.32830643653869629e-10
ok 499 - gsl_cdf_tdist_P (-1.5, 300.0) ?= 0.0673330165746308662,
# res= +-3.40168431617327016e-18, eps=2.32830643653869629e-10
ok 500 - gsl_cdf_fdist_Qinv ( 2.10807516853862603e-3, 500.0, 1.3) ?= 9999.99999999991269,
# res= +-8.73114913702011108e-11, eps=2.32830643653869629e-10
ok 501 - gsl_cdf_chisq_P (2.0, 13.0) ?= 0.000226250084656047062,
# res= +-1.1788316345615708e-19, eps=2.32830643653869629e-10
ok 502 - gsl_cdf_fdist_Q (0.01, 500.0, 1.3) ?= 1,
# res= +-0, eps=2.32830643653869629e-10
ok 503 - gsl_cdf_tdist_P (1.0, 1.0) ?= 0.75,
# res= +-0, eps=2.32830643653869629e-10
ok 504 - gsl_cdf_fdist_Pinv ( 1.17894325419628688e-151, 200.0, 500.0) ?= 0.0099999999999999898,
# res= +-1.01999707508362847e-17, eps=2.32830643653869629e-10
ok 505 - gsl_cdf_fdist_Q (0.1, 500.0, 1.3) ?= 0.999410023490380328,
# res= +-1.61546123700340161e-17, eps=2.32830643653869629e-10
ok 506 - gsl_cdf_tdist_Pinv (4.99999250001249998e-07, 2.0) ?= -1000.00000000000034,
# res= +-3.41060513164848089e-13, eps=2.32830643653869629e-10
ok 507 - gsl_cdf_beta_Qinv ( 0.0, 1.2, 1.3) ?= 1,
# res= +-0, eps=0
ok 508 - gsl_cdf_tdist_Q (-10.0, 1.0) ?= 0.968274482569446482,
# res= +-5.18790739534313872e-17, eps=2.32830643653869629e-10
ok 509 - 'inf'?='inf'
ok 510 - gsl_cdf_chisq_Q (20.0, 13.0) ?= 0.0952102560780915819,
# res= +-6.91653223409971485e-17, eps=2.32830643653869629e-10
ok 511 - gsl_cdf_tdist_Pinv (3.18309780080558938e-4, 1.0) ?= -1000,
# res= +-0, eps=2.32830643653869629e-10
ok 512 - gsl_cdf_chisq_Q (1.0, 13.0) ?= 0.999996165265264914,
# res= +-4.96022493912118279e-17, eps=2.32830643653869629e-10
ok 513 - gsl_cdf_gamma_P (10000.0, 1.0, 10.0) ?= 1,
# res= +-0, eps=2.32830643653869629e-10
ok 514 - gsl_cdf_tdist_P (-20.0, 1.0) ?= 0.015902251256176371,
# res= +-4.12505045312844265e-18, eps=2.32830643653869629e-10
ok 515 - gsl_cdf_fdist_P (100.0, 1.2, 1.3) ?= 0.96448912704768841,
# res= +-2.45571792067966754e-17, eps=2.32830643653869629e-10
ok 516 - gsl_cdf_gamma_Pinv (9.51625819640404268e-2, 1.0, 1.0) ?= 0.0999999999999999778,
# res= +-2.22058157452187377e-17, eps=2.32830643653869629e-10
ok 517 - gsl_cdf_gamma_P (10000.0, 1.0, 1.0) ?= 1,
# res= +-0, eps=2.32830643653869629e-10
ok 518 - gsl_cdf_tdist_Qinv (4.96013966979440912e-1, 300.0) ?= 0.010000000000000054,
# res= +-5.39847978603055778e-17, eps=2.32830643653869629e-10
ok 519 - gsl_cdf_beta_Qinv ( 4.70218570548700919e-1, 1.2, 1.3) ?= 0.499999999999999389,
# res= +-6.10622663543836097e-16, eps=2.32830643653869629e-10
ok 520 - gsl_cdf_gamma_Q (100.0, 17.0, 10.0) ?= 0.97295839021519881,
# res= +-6.24500451351650554e-17, eps=2.32830643653869629e-10
ok 521 - gsl_cdf_beta_Q (0.0, 1.2, 1.3) ?= 1,
# res= +-0, eps=2.32830643653869629e-10
ok 522 - gsl_cdf_tdist_Qinv (1.87167041810998816e-1, 1.0) ?= 1.5,
# res= +-0, eps=2.32830643653869629e-10
ok 523 - gsl_cdf_tdist_Pinv (3.18309885122757724e-5, 1.0) ?= -10000.0000000000091,
# res= +-9.09494701772928238e-12, eps=2.32830643653869629e-10
ok 524 - gsl_cdf_fdist_Pinv ( 9.90585749380655275e-1, 500.0, 1.3) ?= 999.999999999995907,
# res= +-4.09272615797817707e-12, eps=2.32830643653869629e-10
ok 525 - gsl_cdf_fdist_Q (0.0, 200.0, 500.0) ?= 1,
# res= +-0, eps=2.32830643653869629e-10
ok 526 - gsl_cdf_fdist_Q (100.0, 1.2, 1.3) ?= 0.0355108729523115757,
# res= +-1.14010634700428826e-17, eps=2.32830643653869629e-10
ok 527 - gsl_cdf_beta_P (0.99, 1.2, 1.3) ?= 0.996886438341254344,
# res= +-3.59955121265187472e-17, eps=2.32830643653869629e-10
ok 528 - gsl_cdf_tdist_P (-0.1, 2.0) ?= 0.4647327192070701,
# res= +-1.26309553094561267e-17, eps=2.32830643653869629e-10
ok 529 - gsl_cdf_gamma_Q (20.0, 1.0, 10.0) ?= 0.135335283236612702,
# res= +-1.03134731657683609e-17, eps=2.32830643653869629e-10
ok 530 - gsl_cdf_fdist_P (0.1, 200.0, 500.0) ?= 5.92430940796913388e-57,
# res= +-5.21297373573489037e-70, eps=2.32830643653869629e-10
ok 531 - gsl_cdf_beta_P (0.5, 1.2, 1.3) ?= 0.529781429451299912,
# res= +-8.3125780564463625e-16, eps=2.32830643653869629e-10
ok 532 - gsl_cdf_chisq_P (0.001, 13.0) ?= 1.86631102655846116e-25,
# res= +-1.19816623893629159e-40, eps=2.32830643653869629e-10
ok 533 - gsl_cdf_tdist_Qinv (0.5, 1.0) ?= 0,
# res= +-0, eps=2.32830643653869629e-10
ok 534 - gsl_cdf_tdist_Q (-0.325, 300.0) ?= 0.627296201542523746,
# res= +-6.61363325216157705e-17, eps=2.32830643653869629e-10
ok 535 - gsl_cdf_fdist_P (1e-100, 500.0, 1.3) ?= 0,
# res= +-0, eps=2.32830643653869629e-10
ok 536 - gsl_cdf_tdist_Q (1000.0, 300.0) ?= 0,
# res= +-0, eps=2.32830643653869629e-10
ok 537 - gsl_cdf_gamma_Q (100.0, 1.0, 1.0) ?= 3.7200759760208177e-44,
# res= +-1.82601742829052048e-58, eps=2.32830643653869629e-10
ok 538 - gsl_cdf_beta_Q (0.01, 1.2, 1.3) ?= 0.994656827359610696,
# res= +-9.26992857475106291e-18, eps=2.32830643653869629e-10
ok 539 - gsl_cdf_tdist_Qinv (6.73330165746308628e-2, 300.0) ?= 1.5,
# res= +-0, eps=2.32830643653869629e-10
ok 540 - gsl_cdf_gamma_Qinv (1.0, 1.0, 1.0) ?= 0,
# res= +-0, eps=2.32830643653869629e-10
ok 541 - gsl_cdf_fdist_P (0.01, 200.0, 500.0) ?= 1.17894325419646943e-151,
# res= +-1.82545289261213772e-164, eps=2.32830643653869629e-10
ok 542 - gsl_cdf_fdist_Qinv ( 1.99426162833131e-6, 1.2, 500.0) ?= 19.9999999999999964,
# res= +-3.55271367880050093e-15, eps=2.32830643653869629e-10
ok 543 - gsl_cdf_ugaussian_Qinv (0.655421741610324) ?= -0.399999999999999412,
# res= +-5.88423624062195394e-16, eps=3.55271367880050093e-15
ok 544 - gsl_cdf_beta_Pinv ( 9.38529397224430659e-1, 1.2, 1.3) ?= 0.899999999999999911,
# res= +-8.87961579265628131e-17, eps=2.32830643653869629e-10
ok 545 - gsl_cdf_tdist_Q (-100.0, 1.0) ?= 0.996817007235091701,
# res= +-4.39643980942872048e-17, eps=2.32830643653869629e-10
ok 546 - gsl_cdf_tdist_P (10.0, 1.0) ?= 0.968274482569446482,
# res= +-5.18790739534313872e-17, eps=2.32830643653869629e-10
ok 547 - gsl_cdf_ugaussian_Pinv (4.20740290560897e-1) ?= -0.1999999999999999,
# res= +-9.99227827216953024e-17, eps=3.55271367880050093e-15
ok 548 - gsl_cdf_tdist_P (0.0, 1.0) ?= 0.5,
# res= +-0, eps=2.32830643653869629e-10
ok 549 - gsl_cdf_fdist_P (0.001, 200.0, 500.0) ?= 4.09325080403695709e-251,
# res= +-2.58157887242972323e-264, eps=2.32830643653869629e-10
ok 550 - gsl_cdf_gamma_Qinv (1.35335283236612692e-1, 1.0, 1.0) ?= 1.99999999999999978,
# res= +-2.22044604925031308e-16, eps=2.32830643653869629e-10
ok 551 - gsl_cdf_fdist_Q (0.001, 200.0, 500.0) ?= 1,
# res= +-0, eps=2.32830643653869629e-10
ok 552 - gsl_cdf_tdist_Q (10.0, 1.0) ?= 0.0317255174305535667,
# res= +-2.78843246236115672e-18, eps=2.32830643653869629e-10
ok 553 - gsl_cdf_fdist_P (1e-100, 200.0, 500.0) ?= 0,
# res= +-0, eps=2.32830643653869629e-10
ok 554 - gsl_cdf_tdist_P (-0.001, 2.0) ?= 0.499646446697795066,
# res= +-2.48011246956059139e-17, eps=2.32830643653869629e-10
ok 555 - gsl_cdf_chisq_Q (10000.0, 13.0) ?= 0,
# res= +-0, eps=2.32830643653869629e-10
ok 556 - gsl_cdf_tdist_Q (-1000.0, 300.0) ?= 1,
# res= +-0, eps=2.32830643653869629e-10
ok 557 - gsl_cdf_fdist_Qinv ( 1.7891371911574145e-3, 1.2, 1.3) ?= 10000.0000000000146,
# res= +-1.45519152283668518e-11, eps=2.32830643653869629e-10
ok 558 - gsl_cdf_ugaussian_Pinv (1.349898e-3) ?= -3.0000000071369981,
# res= +-7.13699810361845266e-09, eps=1e-08
ok 559 - gsl_cdf_fdist_Qinv ( 7.98794830588361109e-3, 1.2, 1.3) ?= 1000.00000000000011,
# res= +-1.1368683772161603e-13, eps=2.32830643653869629e-10
ok 560 - gsl_cdf_tdist_P (2.0, 2.0) ?= 0.908248290463863017,
# res= +-1.2468324983583301e-18, eps=2.32830643653869629e-10
ok 561 - gsl_cdf_tdist_Pinv (4.99681690219919441e-1, 1.0) ?= -0.00100000000000004165,
# res= +-4.16542216097695074e-17, eps=2.32830643653869629e-10
ok 562 - gsl_cdf_tdist_Pinv (2.11324865405187118e-01, 2.0) ?= -0.999999999999999445,
# res= +-5.5511151231257827e-16, eps=2.32830643653869629e-10
ok 563 - gsl_cdf_chisq_Qinv (1.0, 13.0) ?= 0,
# res= +-0, eps=0
ok 564 - gsl_cdf_tdist_P (-0.001, 300.0) ?= 0.499601390099057074,
# res= +-2.34187669256868958e-17, eps=2.32830643653869629e-10
ok 565 - gsl_cdf_fdist_Pinv ( 6.34733581351938787e-1, 1.2, 1.3) ?= 2.00000000000000089,
# res= +-8.88178419700125232e-16, eps=2.32830643653869629e-10
ok 566 - gsl_cdf_chisq_Qinv (6.93934367980748892e-1, 13.0) ?= 10.0000000000000018,
# res= +-1.77635683940025046e-15, eps=2.32830643653869629e-10
ok 567 - gsl_cdf_gamma_Pinv (2.77472646357927811e-1, 1.0, 1.0) ?= 0.325000000000000011,
# res= +-1.11130722679764204e-17, eps=2.32830643653869629e-10
ok 568 - gsl_cdf_exponential_P (0.1, 0.7) ?= 0.133122100249818381,
# res= +-9.40545384631175097e-18, eps=4.44089209850062616e-16
ok 569 - gsl_cdf_chisq_Qinv (1.65902608070858809e-15, 13.0) ?= 100,
# res= +-0, eps=2.32830643653869629e-10
ok 570 - gsl_cdf_fdist_Pinv ( 1.10608485860238564e-2, 1.2, 1.3) ?= 0.000999999999999998286,
# res= +-1.71386528965066995e-18, eps=2.32830643653869629e-10
ok 571 - gsl_cdf_fdist_Pinv ( 1.45915624888550014e-26, 500.0, 1.3) ?= 0.0100000000000000002,
# res= +-2.08370105024557883e-19, eps=2.32830643653869629e-10
ok 572 - 'inf'?='inf'
ok 573 - gsl_cdf_fdist_Q (0.1, 200.0, 500.0) ?= 1,
# res= +-0, eps=2.32830643653869629e-10
ok 574 - gsl_cdf_tdist_Qinv (8.12832958189001184e-1, 1.0) ?= -1.49999999999999911,
# res= +-8.88178419700125232e-16, eps=2.32830643653869629e-10
ok 575 - gsl_cdf_fdist_P (10000.0, 500.0, 1.3) ?= 0.997891924831461385,
# res= +-1.51788304147970621e-18, eps=2.32830643653869629e-10
ok 576 - gsl_cdf_tdist_Pinv (9.17517095361369836e-02, 2.0) ?= -2.00000000000000089,
# res= +-8.88178419700125232e-16, eps=2.32830643653869629e-10
ok 577 - gsl_cdf_beta_Q (0.1, 1.2, 1.3) ?= 0.916600217169325271,
# res= +-1.05926552251833783e-16, eps=2.32830643653869629e-10
ok 578 - gsl_cdf_tdist_P (-0.325, 300.0) ?= 0.372703798457476199,
# res= +-1.06251812903579435e-17, eps=2.32830643653869629e-10
ok 579 - gsl_cdf_fdist_Qinv ( 9.86953850355871047e-1, 1.2, 500.0) ?= 0.00100000000000000414,
# res= +-4.140826441771054e-18, eps=2.32830643653869629e-10
ok 580 - gsl_cdf_gamma_P (0.325, 1.0, 1.0) ?= 0.277472646357927843,
# res= +-3.24718550659408578e-17, eps=2.32830643653869629e-10
ok 581 - gsl_cdf_tdist_P (-1.0, 2.0) ?= 0.21132486540518694,
# res= +-1.77822708814778796e-16, eps=2.32830643653869629e-10
ok 582 - gsl_cdf_tdist_Pinv (4.96013966979440912e-01, 300.0) ?= -0.010000000000000054,
# res= +-5.39847978603055778e-17, eps=2.32830643653869629e-10
ok 583 - gsl_cdf_tdist_P (0.0, 300.0) ?= 0.5,
# res= +-0, eps=2.32830643653869629e-10
ok 584 - gsl_cdf_tdist_Qinv (4.99681690219919441e-1, 1.0) ?= 0.00100000000000004165,
# res= +-4.16542216097695074e-17, eps=2.32830643653869629e-10
ok 585 - gsl_cdf_tdist_P (0.325, 2.0) ?= 0.611985772746873824,
# res= +-5.6974824164113258e-17, eps=2.32830643653869629e-10
ok 586 - gsl_cdf_fdist_Pinv ( 4.09325080403669893e-251, 200.0, 500.0) ?= 0.000999999999999999153,
# res= +-8.46503551662266401e-19, eps=2.32830643653869629e-10
ok 587 - gsl_cdf_chisq_P (0.01, 13.0) ?= 5.87882248504531158e-19,
# res= +-1.36813436503504398e-33, eps=2.32830643653869629e-10
ok 588 - gsl_cdf_tdist_Pinv (3.99976879967147876e-1, 1.0) ?= -0.325000000000000011,
# res= +-1.11130722679764204e-17, eps=2.32830643653869629e-10
ok 589 - gsl_cdf_ugaussian_Qinv (0.5) ?= 0,
# res= +-0, eps=0
ok 590 - gsl_cdf_beta_Qinv ( 1.0, 1.2, 1.3) ?= 0,
# res= +-0, eps=4.44089209850062616e-16
ok 591 - gsl_cdf_gamma_P (0.001, 1.0, 1.0) ?= 0.000999500166625008233,
# res= +-9.86793383551259895e-20, eps=2.32830643653869629e-10
ok 592 - gsl_cdf_tdist_Pinv (9.68274482569446430e-1, 1.0) ?= 10.0000000000000231,
# res= +-2.3092638912203256e-14, eps=2.32830643653869629e-10
ok 593 - gsl_cdf_gamma_P (1.0, 17.0, 10.0) ?= 2.55811932292542567e-32,
# res= +-1.67563637969810022e-46, eps=2.32830643653869629e-10
ok 594 - gsl_cdf_fdist_Qinv ( 4.71763848371410786e-10, 200.0, 500.0) ?= 2.000000000000004,
# res= +-3.99680288865056355e-15, eps=2.32830643653869629e-10
ok 595 - gsl_cdf_fdist_Qinv ( 1.83160371421586096e-1, 500.0, 1.3) ?= 10.0000000000000107,
# res= +-1.06581410364015028e-14, eps=2.32830643653869629e-10
ok 596 - gsl_cdf_ugaussian_Pinv (0.9999997133) ?= 4.99996742886607759,
# res= +-3.25711339224099561e-05, eps=0.0001
ok 597 - gsl_cdf_tdist_Qinv (9.99950007498750219e-1, 2.0) ?= -99.9999999999630944,
# res= +-3.69055896953796037e-11, eps=2.32830643653869629e-10
ok 598 - gsl_cdf_gamma_Pinv (1e-100, 1.0, 1.0) ?= 1.00000000000000002e-100,
# res= +-1.99515935453036877e-117, eps=2.32830643653869629e-10
ok 599 - gsl_cdf_fdist_Pinv ( 5.83998640641553852e-1, 1.2, 1.3) ?= 1.50000000000000178,
# res= +-1.77635683940025046e-15, eps=2.32830643653869629e-10
ok 600 - gsl_cdf_fdist_Q (1e-100, 500.0, 1.3) ?= 1,
# res= +-0, eps=2.32830643653869629e-10
ok 601 - gsl_cdf_chisq_P (10.0, 13.0) ?= 0.306065632019250744,
# res= +-3.65999548376794159e-16, eps=2.32830643653869629e-10
ok 602 - gsl_cdf_tdist_Pinv (9.96817007235091745e-1, 1.0) ?= 99.9999999999986073,
# res= +-1.39266376208979636e-12, eps=2.32830643653869629e-10
ok 603 - gsl_cdf_tdist_P (-0.01, 1.0) ?= 0.496817007235091757,
# res= +-1.25496401465197138e-17, eps=2.32830643653869629e-10
ok 604 - gsl_cdf_tdist_Qinv (1.59022512561763752e-2, 1.0) ?= 20,
# res= +-0, eps=2.32830643653869629e-10
ok 605 - gsl_cdf_tdist_Qinv (9.99999500000749999e-1, 2.0) ?= -999.999999998049475,
# res= +-1.95052507478976622e-09, eps=2.32830643653869629e-08
ok 606 - gsl_cdf_exppow_Q (-1e-32, 0.7, 1.8) ?= 0.5,
# res= +-0, eps=4.44089209850062616e-16
ok 607 - gsl_cdf_fdist_P (0.0, 200.0, 500.0) ?= 0,
# res= +-0, eps=2.32830643653869629e-10
ok 608 - gsl_cdf_chisq_P (1.5, 13.0) ?= 4.31718389201041515e-05,
# res= +-4.17163726522742917e-20, eps=2.32830643653869629e-10
ok 609 - gsl_cdf_tdist_Q (-0.001, 300.0) ?= 0.500398609900942981,
# res= +-3.20923843055709312e-17, eps=2.32830643653869629e-10
ok 610 - gsl_cdf_chisq_Q (100.0, 13.0) ?= 1.65902608070858502e-15,
# res= +-3.07416937723090587e-30, eps=2.32830643653869629e-10
ok 611 - gsl_cdf_gamma_Qinv (3.67879441171442322e-1, 1.0, 1.0) ?= 0.999999999999999889,
# res= +-1.11022302462515654e-16, eps=2.32830643653869629e-10
ok 612 - gsl_cdf_tdist_Q (0.1, 300.0) ?= 0.460205558822231797,
# res= +-8.78203759713258592e-18, eps=2.32830643653869629e-10
ok 613 - gsl_cdf_gamma_P (10000.0, 17.0, 10.0) ?= 1,
# res= +-0, eps=2.32830643653869629e-10
ok 614 - gsl_cdf_tdist_Q (20.0, 2.0) ?= 0.00124533194618354874,
# res= +-2.50933510624086475e-19, eps=2.32830643653869629e-10
ok 615 - gsl_cdf_beta_Pinv ( 1.0, 1.2, 1.3) ?= 1,
# res= +-0, eps=2.32830643653869629e-10
ok 616 - gsl_cdf_fdist_P (1000.0, 1.2, 1.3) ?= 0.992012051694116437,
# res= +-4.88433078704719748e-17, eps=2.32830643653869629e-10
ok 617 - gsl_cdf_tdist_P (-1e-100, 300.0) ?= 0.5,
# res= +-0, eps=2.32830643653869629e-10
ok 618 - gsl_cdf_tdist_Qinv (1.59058202215313138e-1, 300.0) ?= 0.999999999999999889,
# res= +-1.11022302462515654e-16, eps=2.32830643653869629e-10
ok 619 - gsl_cdf_fdist_Q (1000.0, 200.0, 500.0) ?= 0,
# res= +-0, eps=2.32830643653869629e-10
ok 620 - gsl_cdf_chisq_Qinv (9.99999999998212031e-1, 13.0) ?= 0.100000384313820898,
# res= +-3.8431382089754027e-07, eps=1e-05
ok 621 - gsl_cdf_fdist_Q (10000.0, 1.2, 500.0) ?= 0,
# res= +-0, eps=2.32830643653869629e-10
ok 622 - gsl_cdf_tdist_P (-1.5, 1.0) ?= 0.187167041810998858,
# res= +-4.16198108962873015e-17, eps=2.32830643653869629e-10
ok 623 - gsl_cdf_exppow_P (0.1, 0.7, 1.8) ?= 0.579465091713248448,
# res= +-2.65629532258948586e-18, eps=4.44089209850062616e-16
ok 624 - gsl_cdf_beta_Pinv ( 9.99843792833067634e-1, 1.2, 1.3) ?= 0.999000000000000221,
# res= +-2.21177243187042905e-16, eps=2.32830643653869629e-10
ok 625 - gsl_cdf_tdist_Pinv (6.73330165746308628e-02, 300.0) ?= -1.5,
# res= +-0, eps=2.32830643653869629e-10
ok 626 - gsl_cdf_gamma_P (0.01, 17.0, 10.0) ?= 2.80880324651988526e-66,
# res= +-2.63871523372515364e-80, eps=2.32830643653869629e-10
ok 627 - gsl_cdf_fdist_Pinv ( 9.99794175718712438e-1, 200.0, 500.0) ?= 1.50000000000000311,
# res= +-3.10862446895043831e-15, eps=2.32830643653869629e-10
ok 628 - gsl_cdf_chisq_Q (0.01, 13.0) ?= 1,
# res= +-1.02999206386122921e-18, eps=2.32830643653869629e-10
ok 629 - gsl_cdf_exponential_Q (1e-32, 0.7) ?= 1,
# res= +-0, eps=4.44089209850062616e-16
ok 630 - gsl_cdf_ugaussian_Q (1e-8) ?= 0.499999996010577208,
# res= +-1.18720137887162736e-17, eps=4.44089209850062616e-16
ok 631 - gsl_cdf_fdist_Pinv ( 5.06746326121168266e-1, 200.0, 500.0) ?= 0.999999999999985456,
# res= +-1.45439216225895507e-14, eps=2.32830643653869629e-10
ok 632 - gsl_cdf_tdist_P (1e-100, 1.0) ?= 0.5,
# res= +-0, eps=2.32830643653869629e-10
ok 633 - gsl_cdf_fdist_Q (0.325, 1.2, 1.3) ?= 0.685869954753804412,
# res= +-1.3931997916438732e-16, eps=2.32830643653869629e-10
ok 634 - gsl_cdf_fdist_Q (100.0, 1.2, 500.0) ?= 6.23302662288216796e-25,
# res= +-3.21289711900394058e-40, eps=2.32830643653869629e-10
ok 635 - gsl_cdf_fdist_P (100.0, 200.0, 500.0) ?= 1,
# res= +-0, eps=2.32830643653869629e-10
ok 636 - gsl_cdf_gamma_P (1.0, 1.0, 1.0) ?= 0.632120558828557666,
# res= +-1.20346441145890992e-17, eps=2.32830643653869629e-10
ok 637 - gsl_cdf_tdist_Qinv (5.39794441177768194e-1, 300.0) ?= -0.100000000000000033,
# res= +-3.33053354860390893e-17, eps=2.32830643653869629e-10
ok 638 - gsl_cdf_tdist_Pinv (4.99999992500000125e-09, 2.0) ?= -9999.99999999999636,
# res= +-3.63797880709171295e-12, eps=2.32830643653869629e-10
ok 639 - gsl_cdf_gamma_Q (0.0, 1.0, 10.0) ?= 1,
# res= +-0, eps=2.32830643653869629e-10
ok 640 - gsl_cdf_tdist_Pinv (3.18299276490825514e-3, 1.0) ?= -100.000000000000014,
# res= +-1.42108547152020037e-14, eps=2.32830643653869629e-10
ok 641 - gsl_cdf_fdist_P (2.0, 500.0, 1.3) ?= 0.527339068937388689,
# res= +-1.09395999203787397e-16, eps=2.32830643653869629e-10
ok 642 - gsl_cdf_ugaussian_Q (-1e-8) ?= 0.500000003989422792,
# res= +-1.18720137887162736e-17, eps=4.44089209850062616e-16
ok 643 - gsl_cdf_chisq_Pinv (1.78796983358555410e-12, 13.0) ?= 0.100000000000000006,
# res= +-5.54975987041017582e-18, eps=2.32830643653869629e-10
ok 644 - gsl_cdf_fdist_Qinv ( 1.18215376943088595e-1, 500.0, 1.3) ?= 20.0000000000000213,
# res= +-2.13162820728030056e-14, eps=2.32830643653869629e-10
ok 645 - gsl_cdf_tdist_Pinv (5.00000000000000000e-01, 300.0) ?= 0,
# res= +-0, eps=2.32830643653869629e-10
ok 646 - gsl_cdf_gamma_Q (10000.0, 17.0, 10.0) ?= 0,
# res= +-0, eps=2.32830643653869629e-10
ok 647 - gsl_cdf_ugaussian_Pinv (4.60172162722971e-1) ?= -0.100000000000000006,
# res= +-5.54975987041017582e-18, eps=3.55271367880050093e-15
ok 648 - gsl_cdf_tdist_Q (-1e-100, 2.0) ?= 0.5,
# res= +-0, eps=2.32830643653869629e-10
ok 649 - gsl_cdf_tdist_Pinv (5.03182992764908255e-1, 1.0) ?= 0.0100000000000001373,
# res= +-1.37251524707192318e-16, eps=2.32830643653869629e-10
ok 650 - gsl_cdf_fdist_P (2.0, 200.0, 500.0) ?= 0.99999999952823615,
# res= +-2.16840434497100887e-18, eps=2.32830643653869629e-10
ok 651 - gsl_cdf_ugaussian_P(2.0) ?= 0.977249868051820791,
# res= +-1.3194817920859957e-07, eps=1e-05
ok 652 - gsl_cdf_tdist_Qinv (9.99968169011487724e-1, 1.0) ?= -10000.000000015325,
# res= +-1.53249857248738408e-08, eps=2.32830643653869629e-08
ok 653 - gsl_cdf_tdist_P (20.0, 300.0) ?= 1,
# res= +-0, eps=2.32830643653869629e-10
ok 654 - gsl_cdf_tdist_P (-2.0, 1.0) ?= 0.147583617650433319,
# res= +-4.45878143434663698e-17, eps=2.32830643653869629e-10
ok 655 - gsl_cdf_gamma_Q (100.0, 1.0, 10.0) ?= 4.53999297624848609e-05,
# res= +-9.44971131780578816e-21, eps=2.32830643653869629e-10
ok 656 - gsl_cdf_gamma_P (1.5, 1.0, 1.0) ?= 0.77686983985157021,
# res= +-3.87060175577325083e-17, eps=2.32830643653869629e-10
ok 657 - gsl_cdf_tdist_P (-2.0, 2.0) ?= 0.0917517095361370244,
# res= +-4.07998830033451387e-17, eps=2.32830643653869629e-10
ok 658 - gsl_cdf_fdist_Q (20.0, 1.2, 500.0) ?= 1.9942616283313083e-06,
# res= +-1.69737461695881279e-21, eps=2.32830643653869629e-10
ok 659 - gsl_cdf_tdist_Pinv (9.99968169011487724e-1, 1.0) ?= 10000.000000015325,
# res= +-1.53249857248738408e-08, eps=2.32830643653869629e-08
ok 660 - gsl_cdf_ugaussian_P (-1e-8) ?= 0.499999996010577208,
# res= +-1.18720137887162736e-17, eps=4.44089209850062616e-16
ok 661 - gsl_cdf_fdist_Qinv ( 6.23302662288217117e-25, 1.2, 500.0) ?= 100,
# res= +-0, eps=2.32830643653869629e-10
ok 662 - gsl_cdf_fdist_Pinv ( 9.99998005738371669e-1, 1.2, 500.0) ?= 20.0000000000437979,
# res= +-4.37978542322525755e-11, eps=2.32830643653869629e-10
ok 663 - gsl_cdf_fdist_Pinv ( 9.64489127047688435e-1, 1.2, 1.3) ?= 99.9999999999999432,
# res= +-5.68434188608080149e-14, eps=2.32830643653869629e-10
ok 664 - gsl_cdf_fdist_Pinv ( 6.67656191574653619e-1, 1.2, 500.0) ?= 1.00000000000000266,
# res= +-2.6645352591003757e-15, eps=2.32830643653869629e-10
ok 665 - gsl_cdf_gamma_Q (1000.0, 1.0, 10.0) ?= 3.7200759760208177e-44,
# res= +-1.82601742829052048e-58, eps=2.32830643653869629e-10
ok 666 - gsl_cdf_fdist_P (0.1, 1.2, 500.0) ?= 0.20223510171607606,
# res= +-2.28997051356094605e-16, eps=2.32830643653869629e-10
ok 667 - gsl_cdf_fdist_P (20.0, 1.2, 500.0) ?= 0.99999800573837172,
# res= +-5.12827627585643597e-17, eps=2.32830643653869629e-10
ok 668 - gsl_cdf_fdist_Qinv ( 9.99410023490380312e-1, 500.0, 1.3) ?= 0.0999999999999995892,
# res= +-4.10783874364023527e-16, eps=2.32830643653869629e-10
ok 669 - gsl_cdf_beta_Q (0.9, 1.2, 1.3) ?= 0.06147060277556924,
# res= +-1.00837578304729947e-16, eps=2.32830643653869629e-10
ok 670 - gsl_cdf_tdist_P (-20.0, 2.0) ?= 0.00124533194618354874,
# res= +-2.50933510624086475e-19, eps=2.32830643653869629e-10
ok 671 - gsl_cdf_ugaussian_P (1e10) ?= 1,
# res= +-0, eps=4.44089209850062616e-16
ok 672 - gsl_cdf_gamma_Q (0.01, 1.0, 1.0) ?= 0.990049833749167996,
# res= +-5.83300768797201385e-17, eps=2.32830643653869629e-10
ok 673 - gsl_cdf_tdist_P (2.0, 300.0) ?= 0.97679923950842551,
# res= +-5.47522097105179739e-17, eps=2.32830643653869629e-10
ok 674 - gsl_cdf_fdist_Q (10.0, 1.2, 500.0) ?= 0.000831982340879009797,
# res= +-1.88284836262790287e-18, eps=2.32830643653869629e-10
ok 675 - gsl_cdf_fdist_Q (0.1, 1.2, 1.3) ?= 0.831757607287159195,
# res= +-6.97684097994422103e-17, eps=2.32830643653869629e-10
ok 676 - gsl_cdf_fdist_P (10.0, 1.2, 1.3) ?= 0.848446237879200815,
# res= +-1.59757190115739078e-16, eps=2.32830643653869629e-10
ok 677 - gsl_cdf_tdist_Q (1.0, 2.0) ?= 0.21132486540518694,
# res= +-1.77822708814778796e-16, eps=2.32830643653869629e-10
ok 678 - gsl_cdf_chisq_Pinv (3.44611313779905183e-9, 13.0) ?= 0.325000000000000011,
# res= +-1.11130722679764204e-17, eps=2.32830643653869629e-10
ok 679 - gsl_cdf_gamma_Q (1.0, 17.0, 10.0) ?= 1,
# res= +-0, eps=2.32830643653869629e-10
ok 680 - gsl_cdf_beta_Q (0.325, 1.2, 1.3) ?= 0.671301345819416362,
# res= +-2.77826806699410511e-16, eps=2.32830643653869629e-10
ok 681 - gsl_cdf_tdist_Qinv (1.02557519997736154e-232, 300.0) ?= 100,
# res= +-0, eps=2.32830643653869629e-10
ok 682 - gsl_cdf_fdist_P (1e-100, 1.2, 500.0) ?= 8.2334205558548453e-61,
# res= +-1.53123316685834704e-75, eps=2.32830643653869629e-10
ok 683 - gsl_cdf_ugaussian_Pinv (2.2750131948179e-2) ?= -2.00000000000000355,
# res= +-3.55271367880050093e-15, eps=1e-14
ok 684 - 'inf'?='inf'
ok 685 - gsl_cdf_fdist_Pinv ( 9.58045057204221295e-1, 500.0, 1.3) ?= 100.000000000000099,
# res= +-9.9475983006414026e-14, eps=2.32830643653869629e-10
ok 686 - gsl_cdf_fdist_Qinv ( 1.14328577259666930e-134, 1.2, 500.0) ?= 999.999999999999886,
# res= +-1.1368683772161603e-13, eps=2.32830643653869629e-10
ok 687 - gsl_cdf_fdist_Q (0.01, 200.0, 500.0) ?= 1,
# res= +-0, eps=2.32830643653869629e-10
ok 688 - gsl_cdf_gamma_P (1.5, 17.0, 10.0) ?= 2.40420441175421325e-29,
# res= +-1.04649899865538805e-43, eps=2.32830643653869629e-10
ok 689 - gsl_cdf_ugaussian_P (-1e-32) ?= 0.5,
# res= +-0, eps=2.32830643653869629e-10
ok 690 - gsl_cdf_tdist_P (0.0, 2.0) ?= 0.5,
# res= +-0, eps=2.32830643653869629e-10
ok 691 - gsl_cdf_ugaussian_Qinv (0.539827837277029) ?= -0.100000000000000006,
# res= +-5.54975987041017582e-18, eps=3.55271367880050093e-15
ok 692 - gsl_cdf_tdist_Pinv (0.75000000000000000e0, 1.0) ?= 1.00000000000000022,
# res= +-2.22044604925031308e-16, eps=2.32830643653869629e-10
ok 693 - gsl_cdf_exponential_Q (1000.0, 0.7) ?= 0,
# res= +-0, eps=2.32830643653869629e-10
ok 694 - gsl_cdf_gamma_Pinv (0.1, 11.887411491530846,1.0) ?= 7.73788447848617711,
# res= +-2.89091667271534902e-15, eps=2.32830643653869629e-10
ok 695 - gsl_cdf_tdist_Q (-10.0, 2.0) ?= 0.9950737714883372,
# res= +-4.48317598322756083e-17, eps=2.32830643653869629e-10
ok 696 - gsl_cdf_ugaussian_Pinv(0.977250) ?= 2.00000244389960269,
# res= +-2.44389960268875939e-06, eps=1e-05
ok 697 - gsl_cdf_gamma_P (1000.0, 1.0, 1.0) ?= 1,
# res= +-0, eps=2.32830643653869629e-10
ok 698 - gsl_cdf_gamma_Q (0.325, 1.0, 10.0) ?= 0.968022449831306031,
# res= +-1.59377719355369152e-17, eps=2.32830643653869629e-10
ok 699 - gsl_cdf_gamma_Q (1e-100, 1.0, 1.0) ?= 1,
# res= +-0, eps=2.32830643653869629e-10
ok 700 - gsl_cdf_fdist_Qinv ( 4.90369220925244747e-1, 1.2, 1.3) ?= 0.99999999999999778,
# res= +-2.22044604925031308e-15, eps=2.32830643653869629e-10
ok 701 - gsl_cdf_tdist_Q (1000.0, 2.0) ?= 4.99999250001250548e-07,
# res= +-5.49868312194625147e-22, eps=2.32830643653869629e-10
ok 702 - gsl_cdf_fdist_P (0.001, 500.0, 1.3) ?= 9.83434460393341922e-141,
# res= +-3.71569013397762619e-154, eps=2.32830643653869629e-10
ok 703 - gsl_cdf_chisq_P (1e-100, 13.0) ?= 0,
# res= +-0, eps=2.32830643653869629e-10
ok 704 - gsl_cdf_tdist_Qinv (4.99601390099057051e-1, 300.0) ?= 0.00099999999999994104,
# res= +-5.89597399968853041e-17, eps=2.32830643653869629e-10
ok 705 - gsl_cdf_beta_P (0.9, 1.2, 1.3) ?= 0.938529397224430739,
# res= +-8.02309607639273281e-17, eps=2.32830643653869629e-10
ok 706 - gsl_cdf_gamma_Q (0.325, 1.0, 1.0) ?= 0.722527353642072212,
# res= +-2.30392961653169692e-17, eps=2.32830643653869629e-10
ok 707 - gsl_cdf_tdist_Q (10.0, 300.0) ?= 8.27931367555631062e-21,
# res= +-1.44368937684079381e-30, eps=2.32830643653869629e-10
ok 708 - gsl_cdf_ugaussian_P (1e-32) ?= 0.5,
# res= +-0, eps=4.44089209850062616e-16
ok 709 - gsl_cdf_tdist_Q (2.0, 2.0) ?= 0.0917517095361370244,
# res= +-4.07998830033451387e-17, eps=2.32830643653869629e-10
ok 710 - gsl_cdf_tdist_Q (-10000.0, 1.0) ?= 0.999968169011487773,
# res= +-4.90059381963448004e-17, eps=2.32830643653869629e-10
ok 711 - gsl_cdf_gamma_Pinv (9.99500166625008332e-4, 1.0, 1.0) ?= 0.00100000000000000024,
# res= +-2.37698620823238033e-19, eps=2.32830643653869629e-10
ok 712 - gsl_cdf_fdist_Qinv ( 1.0, 200.0, 500.0) ?= 0,
# res= +-0, eps=2.32830643653869629e-10
ok 713 - gsl_cdf_fdist_Pinv ( 5.89976509619688165e-4, 500.0, 1.3) ?= 0.0999999999999999917,
# res= +-8.32802793740428093e-18, eps=2.32830643653869629e-10
ok 714 - gsl_cdf_beta_P (0.001, 1.2, 1.3) ?= 0.000337630042504535649,
# res= +-1.64059693971317297e-19, eps=2.32830643653869629e-10
ok 715 - gsl_cdf_gamma_Q (1.0, 1.0, 1.0) ?= 0.367879441171442334,
# res= +-1.20075390602769616e-17, eps=2.32830643653869629e-10
ok 716 - gsl_cdf_ugaussian_P (-30.0) ?= 4.90671392714818718e-198,
# res= +-1.17121234114329648e-214, eps=4.54747350886464119e-13
ok 717 - gsl_cdf_fdist_Q (1.0, 500.0, 1.3) ?= 0.66152494619359592,
# res= +-5.34620091252602236e-16, eps=2.32830643653869629e-10
ok 718 - gsl_cdf_tdist_Qinv (9.76799239508425455e-1, 300.0) ?= -2.00000000000000089,
# res= +-8.88178419700125232e-16, eps=2.32830643653869629e-10
ok 719 - gsl_cdf_tdist_Q (-1.5, 300.0) ?= 0.932666983425369134,
# res= +-3.19839640883223808e-18, eps=2.32830643653869629e-10
ok 720 - gsl_cdf_tdist_Pinv (0.25, 1.0) ?= -1.00000000000000022,
# res= +-2.22044604925031308e-16, eps=2.32830643653869629e-10
ok 721 - gsl_cdf_fdist_P (1.0, 200.0, 500.0) ?= 0.506746326121219393,
# res= +-5.11265834356178228e-14, eps=2.32830643653869629e-10
ok 722 - gsl_cdf_ugaussian_Pinv (7.61985302416052e-24) ?= -9.99999999999999822,
# res= +-1.77635683940025046e-15, eps=0.0001
ok 723 - gsl_cdf_fdist_P (1.0, 500.0, 1.3) ?= 0.33847505380640408,
# res= +-5.34674301361226512e-16, eps=2.32830643653869629e-10
ok 724 - gsl_cdf_ugaussian_Q (0.7) ?= 0.241963652223073006,
# res= +-8.95822045016148039e-18, eps=4.44089209850062616e-16
ok 725 - gsl_cdf_fdist_Q (1.0, 1.2, 500.0) ?= 0.332343808425346832,
# res= +-4.50648632993599918e-16, eps=2.32830643653869629e-10
ok 726 - gsl_cdf_fdist_Q (0.001, 1.2, 500.0) ?= 0.986953850355871021,
# res= +-2.62376925741492073e-17, eps=2.32830643653869629e-10
ok 727 - gsl_cdf_tdist_Qinv (3.99976879967147876e-1, 1.0) ?= 0.325000000000000011,
# res= +-1.11130722679764204e-17, eps=2.32830643653869629e-10
ok 728 - gsl_cdf_ugaussian_Qinv (3.16712e-5) ?= 4.00000031258369138,
# res= +-3.12583691375323269e-07, eps=1e-06
ok 729 - gsl_cdf_gamma_Q (10.0, 1.0, 10.0) ?= 0.367879441171442334,
# res= +-1.20075390602769616e-17, eps=2.32830643653869629e-10
ok 730 - gsl_cdf_beta_Pinv ( 8.33997828306748346e-2, 1.2, 1.3) ?= 0.10000000000000013,
# res= +-1.30449850140740287e-16, eps=2.32830643653869629e-10
ok 731 - gsl_cdf_gamma_Q (20.0, 1.0, 1.0) ?= 2.06115362243855663e-09,
# res= +-1.20078513726569887e-24, eps=2.32830643653869629e-10
ok 732 - gsl_cdf_tdist_Pinv (4.96464554479100486e-01, 2.0) ?= -0.009999999999999995,
# res= +-4.9958003229058634e-18, eps=2.32830643653869629e-10
ok 733 - gsl_cdf_tdist_Q (-1.5, 2.0) ?= 0.863803437554499398,
# res= +-6.19079440489223032e-17, eps=2.32830643653869629e-10
ok 734 - gsl_cdf_ugaussian_P (-10.0) ?= 7.61985302416052692e-24,
# res= +-8.54500593157558851e-40, eps=4.54747350886464119e-13
ok 735 - gsl_cdf_tdist_Q (0.01, 1.0) ?= 0.496817007235091757,
# res= +-1.15467531369706222e-17, eps=2.32830643653869629e-10
ok 736 - gsl_cdf_beta_Pinv (0.0, 1.2, 1.3) ?= 0,
# res= +-0, eps=0
ok 737 - gsl_cdf_beta_Qinv ( 6.14706027755693408e-2, 1.2, 1.3) ?= 0.899999999999999911,
# res= +-8.87961579265628131e-17, eps=2.32830643653869629e-10
ok 738 - gsl_cdf_beta_Qinv ( 9.99662369957495464e-1, 1.2, 1.3) ?= 0.000999999999999993949,
# res= +-6.05067397959268768e-18, eps=2.32830643653869629e-10
ok 739 - gsl_cdf_gamma_Q (1.5, 17.0, 10.0) ?= 1,
# res= +-0, eps=2.32830643653869629e-10
ok 740 - gsl_cdf_tdist_Pinv (5.00398609900942949e-01, 300.0) ?= 0.00100000000000008003,
# res= +-8.00349785157563644e-17, eps=2.32830643653869629e-10
ok 741 - gsl_cdf_tdist_Qinv (9.68274482569446430e-1, 1.0) ?= -10.0000000000000231,
# res= +-2.3092638912203256e-14, eps=2.32830643653869629e-10
ok 742 - gsl_cdf_tdist_Q (0.1, 2.0) ?= 0.4647327192070701,
# res= +-1.26309553094561267e-17, eps=2.32830643653869629e-10
ok 743 - gsl_cdf_tdist_Qinv (5.00000000000000000e-01, 300.0) ?= 0,
# res= +-0, eps=2.32830643653869629e-10
ok 744 - gsl_cdf_beta_Pinv ( 1.34434944656489596e-120, 1.2, 1.3) ?= 9.99999999999988853e-101,
# res= +-1.11469924906435529e-114, eps=2.32830643653869629e-10
ok 745 - gsl_cdf_tdist_Q (100.0, 1.0) ?= 0.00318299276490825647,
# res= +-1.31523040884911485e-18, eps=2.32830643653869629e-10
ok 746 - gsl_cdf_tdist_P (10.0, 2.0) ?= 0.9950737714883372,
# res= +-4.58617518961368376e-17, eps=2.32830643653869629e-10
ok 747 - gsl_cdf_fdist_P (20.0, 1.2, 1.3) ?= 0.900987726336874961,
# res= +-7.78457159844592184e-17, eps=2.32830643653869629e-10
ok 748 - gsl_cdf_tdist_Q (-0.001, 2.0) ?= 0.50035355330220499,
# res= +-3.06829214813397755e-17, eps=2.32830643653869629e-10
ok 749 - gsl_cdf_fdist_Qinv ( 3.65266418648061213e-1, 1.2, 1.3) ?= 2.00000000000000089,
# res= +-8.88178419700125232e-16, eps=2.32830643653869629e-10
ok 750 - gsl_cdf_fdist_Q (1.5, 1.2, 500.0) ?= 0.224460769728533627,
# res= +-6.80743439049336097e-16, eps=2.32830643653869629e-10
ok 751 - gsl_cdf_fdist_P (1000.0, 1.2, 500.0) ?= 1,
# res= +-0, eps=2.32830643653869629e-10
ok 752 - gsl_cdf_tdist_Q (-1e-100, 1.0) ?= 0.5,
# res= +-0, eps=2.32830643653869629e-10
ok 753 - gsl_cdf_tdist_P (-0.1, 1.0) ?= 0.468274482569446426,
# res= +-3.65918233213857746e-18, eps=2.32830643653869629e-10
ok 754 - gsl_cdf_fdist_Q (0.0, 1.2, 500.0) ?= 1,
# res= +-0, eps=2.32830643653869629e-10
ok 755 - gsl_cdf_ugaussian_Pinv (0.9986501020) ?= 3.00
Sisyphus
Oct 16, 2008, 8:09:11 AM10/16/08
to gsl-dev
----- Original Message -----
From: "Jonathan Leto" <jal...@gmail.com>
To: <math-g...@googlegroups.com>
Sent: Wednesday, October 15, 2008 6:18 PM
Subject: Re: New version of Math::GSL soon
> Howdy,
> Thanks for the good debugging info!
>
> The BLAS, Eigen and Statistics tests are now fixed in master+bleed.
>
> The Special Functions tests require closer examination...
>
Yep - all looks good apart from the SF tests. Attached is a file containing
the output of './Build test' appended with the output of 'perl -Mblib
t/SF.t' as run on my i686-linux-64int-ld build of perl 5.10.0, using
tonight's git version of Math-GSL.
I'll try to have a play with those failing SF tests early next week (if they
haven't already been solved by then).
Cheers,
Rob
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