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CumulativeOkapi
CumulativeOkapi
Level I

Fitting generalized linear mixed models - missing response distribution options

Jun 20, 2024 01:47 PM (1392 views)

Hi there,

I am using the Generalized Linear Mixed Model platform in JMP Pro 17.2 to analyze data for my dissertation. My response data is positive and continuous but not normal. I would like to use Gamma for the response distribution, but the only available options are Poisson and Binomial. Gamma (+others) are available under the Generalized Regression platform, but one of my effects is random so I need to use a mixed model. JMP's help page for the GLMM platform says that other distributions are available for continuous response data, but I do not see them. Is there a way to fit a GLMM with distributions other than Poisson/Binomial in this case? Thanks!

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MathStatChem
MathStatChem
Level VII

Re: Fitting generalized linear mixed models - missing response distribution options

Jun 21, 2024 02:41 PM (1361 views)  |  Posted in reply to message from CumulativeOkapi 06-20-2024

JMP Pro 18 has the Gamma distribution.  https://www.jmp.com/support/help/en/18.0/#page/jmp/launch-the-generalized-linear-mixed-model-persona...

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