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Extra abilities of different packages
| Package | Program/function/option | Link function | Obtaining the random effects | Handling ordinal proportional odds model | Modeling cross-classified model | Other than normal random effects | |
|---|---|---|---|---|---|---|---|
| Probit model | Log (-log) model |
||||||
| R | LME4 | X | X | ||||
| MCMCglmm | X | X | X* | X | |||
| Stata | GLLAMM | X | X | X | X | ||
| MIXOR | MIXOR | X | X | X | |||
| SAS | NLMIXED | X | X | X | X | ||
| GLIMMIX | X | X | X | X | X | ||
| MCMC | X | X | X | ||||
| MLwiN | [R]IGLS or MCMC | X | X | X | X | X | |
| WinBUGS | MCMC | X | X | X | X | X | X |
*: only probit model is available in MCMCglmm for ordinal model.
