GLLAMM: Stata program to fit generalised linear latent and mixed models
Sophia Rabe-Hesketh ()
Statistical Software Components from Boston College Department of Economics
gllamm fits generalized linear latent and mixed models. These models include Multilevel generalized linear regression models (extensions of the simple random intercept models that may be fitted in Stata using xtreg, xtlogit, xtpois to include multilevel and random coefficient models), Multilevel factor models and Multilevel structural equation models. The latent variables (or random effects) can be assumed to have a multivariate normal distribution or to be discrete allowing nonparametric maximum likelihood estimation. The common links and families of generalized linear models are available and responses can be of mixed type including continuous, censored, discrete, dichotomous, ordered categorical and unordered categorical. The version of gllamm (gllamm6) described in STB-53, (sg129, p47-57) does not incorporate many of the features outlined above. This is version 2.3.20 of the software (Sep 2011). A manual in PDF form is available from the SSC archive via web browser.
Requires: Stata version 7.0
Keywords: multilevel models; mixed models; random coefficients; latent variable models; gllamm6; gllamm; structural equation models; factor models; mixed responses (search for similar items in EconPapers)
Date: 1999-12-16, Revised 2011-09-11
References: Add references at CitEc
Citations: View citations in EconPapers (1) Track citations by RSS feed
Downloads: (external link)
http://fmwww.bc.edu/repec/bocode/g/gllamm.ado program code (text/plain)
http://fmwww.bc.edu/repec/bocode/g/gllamm.hlp help file (text/plain)
http://fmwww.bc.edu/repec/bocode/e/eq_g.hlp help file (text/plain)
http://fmwww.bc.edu/repec/bocode/g/gllam_ll.ado program code (text/plain)
http://fmwww.bc.edu/repec/bocode/g/gllapred.ado program code (text/plain)
http://fmwww.bc.edu/repec/bocode/g/gllapred.hlp help file (text/plain)
http://fmwww.bc.edu/repec/bocode/g/gllarob.ado program code (text/plain)
http://fmwww.bc.edu/repec/bocode/g/gllasim.ado program code (text/plain)
http://fmwww.bc.edu/repec/bocode/g/gllasim.hlp help file (text/plain)
http://fmwww.bc.edu/repec/bocode/g/gllas_yu.ado help file (text/plain)
http://fmwww.bc.edu/repec/bocode/r/remcor.ado program code (text/plain)
http://www.bepress.com/cgi/viewcontent.cgi?article=1160&context=ucbbiostat documentation (application/pdf)
This item may be available elsewhere in EconPapers: Search for items with the same title.
Export reference: BibTeX
RIS (EndNote, ProCite, RefMan)
Persistent link: https://EconPapers.repec.org/RePEc:boc:bocode:s401701
Ordering information: This software item can be ordered from
Access Statistics for this software item
More software in Statistical Software Components from Boston College Department of Economics Boston College, 140 Commonwealth Avenue, Chestnut Hill MA 02467 USA. Contact information at EDIRC.
Bibliographic data for series maintained by Christopher F Baum ().