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Statistical analysis of datasets comprising several levels of hierarchy (e.g., students nested in classes nested in schools or hierarchical forecasting). For questions about mixed models use [mixed-model] tag. For nested random effects, use [nested-data].

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I'm trying to create a multilevel ordinal logistic regression model in Stan and the following converges: stanmodel <- ' data { int<lower=2> K; int<lower=0> N; int<lower=1,upper=K> y[N]; in …
asked Jul 27 '16 by Anton
0
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1answer
I'm trying to create a multilevel ordinal logistic regression model in Stan and the following code would seem to work, in the sense that Stan seems to convergence to sensible answers: stanmodel <- ' …
asked Jul 28 '16 by Anton
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0answers
When fitting the following simple model, using the 'lme4' R package and including a fixed and random slope term, I get: Linear mixed model fit by REML ['lmerMod'] Formula: s ~ -1 + v8 + ((0 + v8 | Te …
asked Mar 22 '16 by Anton
1
vote
For those interested, the answer to this problem requires the Ordered Inverse Transform, the complete answer can be found here: https://groups.google.com/forum/#!category-topic/stan-users/general/sg …
answered Aug 2 '16 by Anton