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standard error of the ratio of two covariance estimates

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Harry Garst

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Feb 5, 2013, 7:38:09 AM2/5/13
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Is the sampling distribution of the ratio of two covariances estimates
known? I would like to estimate the standard error of this ratio. Any
help is welcome.

kind regards,
Harry

Ray Koopman

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Feb 5, 2013, 2:10:47 PM2/5/13
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I've never seen one. In general, not even its mean would be defined,
let alone its s.d.

Harry Garst

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Feb 5, 2013, 5:14:26 PM2/5/13
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In a bivariate instrumental variable regression model the regression
weight is estimated as cov(z,y1)/cov(z,y2). Could I use the standard
error of this regression coefficient?

Ray Koopman

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Feb 5, 2013, 8:56:44 PM2/5/13
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On Feb 5, 2:14 pm, Harry Garst <harry.ga...@gmail.com> wrote:
> On Feb 5, 8:10 pm, Ray Koopman <koo...@sfu.ca> wrote:
>> On Feb 5, 4:38 am, Harry Garst <harry...@gmail.com> wrote:
>>
>>> Is the sampling distribution of the ratio of two covariances
>>> estimates known? I would like to estimate the standard error
>>> of this ratio. Any help is welcome.
>>>
>>> kind regards,
>>> Harry
>>
>> I've never seen one. In general, not even its mean would be
>> defined, let alone its s.d.
>
> In a bivariate instrumental variable regression model the regression
> weight is estimated as cov(z,y1)/cov(z,y2). Could I use the standard
> error of this regression coefficient?

Neither the mean nor the standard error of the ratio is defined,
because the density of the denominator is positive at zero.

If you're looking at a standard error given by some computer program
then check the manual to see how it has been obtained. I suspect you
have some sort of asymptotic approximation; e.g., Kendall & Stuart,
vol 1, sec 10.7, eq 10.17, p 232 in my 1963 ed.
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