Mixed model based on NLME package
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Mixed model based on NLME package
I'm wondering if the mixed model module could add support to NLME package. The current module is based on lme4 package (LMER function). The reason that I suggest NLME package (lme function) is that lme includes a number of function that is not available in lmer, for example, you can specify correlation types to fix autocorrelation.
- mcfanda@gmail.com
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Re: Mixed model based on NLME package
Partially. The autocorrelation option, however, will be added soon
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Re: Mixed model based on NLME package
Are you also going to add variance/covariance related options? For example, lme allows modelling of heteroscedasticity using weight options and various variance specifications.
- mcfanda@gmail.com
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Re: Mixed model based on NLME package
yes, that's my aim. GAMLj is going to be upgraded to version 3, in which a bunch of new possibilities is implemented (model comparisons, effect size, etc) for all models. Among them, I'm implementing also more options for structured errors and random effects covariances matrices in the mixed model. If you have suggestions along these lines, please send me an email. Help is always welcome.
Re: Mixed model based on NLME package
This is amazing news! I use your package for my master thesis and I am very thankful for your work. Is there a time frame when the update will come out?
- mcfanda@gmail.com
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Re: Mixed model based on NLME package
not really. Being it a major update, it needs extensive testing. I think you'll be graduated already by the time it comes out.
Re: Mixed model based on NLME package
mcfanda@gmail.com wrote:I think you'll be graduated already by the time it comes out.
OT
Marcello, if it had happened 45 years ago, I would have waited for your module before graduating ...
Saluti,
Maurizio
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Re: Mixed model based on NLME package
This is a great news. Looking forward to seeing this happen.
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- Posts: 28
- Joined: Sat May 16, 2020 1:19 pm
Re: Mixed model based on NLME package
just curious: why 45 years
MAgojam wrote:mcfanda@gmail.com wrote:I think you'll be graduated already by the time it comes out.
OT
Marcello, if it had happened 45 years ago, I would have waited for your module before graduating ...
Saluti,
Maurizio