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Socio economic classes for latent class model
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Marie Duper
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Jun 28, 2024, 9:11:56 AM (5 days ago)
Jun 28
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Hi
I have a latent class model working for two classes. It includes socio economic factors. I was wondering:
How do I include eg 3 classes I am going wrong here
PROB_class0
=
logit
({
0
:
W
,
1
:
0
, 2:0
},
None
,
0
)
PROB_class1
=
logit
({
0
:
W
,
1
:
0
, 2:0
},
None
,
1
)
PROB_class2 = logit({0:W, 1:0, 2:0} None, 2)
Also how do I interpret the outputs.
B_ACS2_class0 0.024175 0.034319 0.704431
B_ACS2_class1 0.100686 0.042256 2.382772
B_SIGMA_PANEL_ASC2_class0 0.426621 0.050057 8.522618
B_SIGMA_PANEL_ASC2_class1 -0.000011 0.229234 -0.000046
B_color_class1 0.006670 0.059599 0.111909
B_day_class1 -0.116566 0.074876 -1.556799
B_size_class1 -0.506037 0.078516 -6.444996
CLASS_1 5.043362 1.217259 4.143212
CLASS_Age 0.077050 0.069373 1.110657
CLASS_Child -0.333996 0.175420 -1.903980
CLASS_Education -0.056215 0.040115 -1.401339
CLASS_Gender 0.206911 0.156089 1.325599
I understand the beta coefficients (relative to class 0) but not the socio economic ones.
what are these relative to?
Thank you
M
Michel Bierlaire
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Jun 28, 2024, 9:29:25 AM (5 days ago)
Jun 28
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to marie...@gmail.com, Michel Bierlaire, Biogeme
You need a W for class 0 and another one for class 1, with different coefficients.
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Michel Bierlaire
Transport and Mobility Laboratory
School of Architecture, Civil and Environmental Engineering
EPFL - Ecole Polytechnique Fédérale de Lausanne
http://transp-or.epfl.ch
http://people.epfl.ch/michel.bierlaire
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