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bdm0909
Calcite | Level 5

I am estimating a nonlinear regression using proc model and would like to output the log likelihood. Can this be ouputted?

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kessler
SAS Employee

PROC MODEL supports a variety of estimation methods which can be specified using options on the FIT statement.  Most of the estimation methods do not use a log likelihood function in their formulation.  However, for the FIML method, a log likelhood function is evaluated and is reported in the Estimation Summary Statistics table. You can read more about the FIML method used in PROC MODEL here:

http://documentation.sas.com/?docsetId=etsug&docsetVersion=14.2&docsetTarget=etsug_model_sect070.htm...

 

A log likelihood value is also used and reported when you specify your own likelihood using an 'errormodel ~ general' statement, or when you estimate a model using the t distribution.

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kessler
SAS Employee

PROC MODEL supports a variety of estimation methods which can be specified using options on the FIT statement.  Most of the estimation methods do not use a log likelihood function in their formulation.  However, for the FIML method, a log likelhood function is evaluated and is reported in the Estimation Summary Statistics table. You can read more about the FIML method used in PROC MODEL here:

http://documentation.sas.com/?docsetId=etsug&docsetVersion=14.2&docsetTarget=etsug_model_sect070.htm...

 

A log likelihood value is also used and reported when you specify your own likelihood using an 'errormodel ~ general' statement, or when you estimate a model using the t distribution.

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