MIXNO swMATH ID: 10546 Software Authors: Hedeker, D. Description: MIXNO: A computer program for mixed-effects nominal logistic regression. MIXNO provides maximum marginal likelihood estimates for mixed-effects nominal logistic regression analysis. These models can be used for analysis of correlated nominal response data, for example, data arising from a clustered or longitudinal design. For such data, the mixed-effects model assumes that data within clusters or sub jects are dependent. The degree of dependency is jointly estimated with the usual model parameters, thus adjusting for dependence resulting from nesting of the data. MIXNO uses marginal maximum likelihood estimation, utilizing a Fisher-scoring solution. For the scoring solution, the Cholesky factor of the random-effects variance-covariance matrix is estimated along with the (fixed) effects of explanatory variables. Examples illustrating usage and features of MIXNO are provided. Homepage: http://www.jstatsoft.org/v04/i05 Related Software: MIXOR; GLLAMM; Stata; BILOG; WinBUGS; R; Matlab; S-PLUS; tsbridge; cirt; glimmix; PROC NLMIXED; SAS; LLTM; GenStat; Amos; Mplus; LIMDEP; rms; Mathematica Cited in: 8 Publications Standard Articles 1 Publication describing the Software Year all top 5 Cited by 10 Authors 2 Rabe-Hesketh, Sophia 2 Skrondal, Anders 1 Böckenholt, Ulf 1 de Rooij, Mark 1 Feddag, Mohand-Larbi 1 Foulley, Jean-Louis 1 Fox, Jean-Paul 1 Hwa, Yen Siew 1 Jaffrézic, Florence 1 Meza, Cristian all top 5 Cited in 7 Serials 2 Psychometrika 1 Communications in Statistics. Theory and Methods 1 Computational Statistics and Data Analysis 1 Statistical Modelling 1 Bulletin of the Malaysian Mathematical Sciences Society. Second Series 1 Statistics for Social and Behavioral Sciences 1 Interdisciplinary Statistics Cited in 3 Fields 7 Statistics (62-XX) 2 Numerical analysis (65-XX) 2 Game theory, economics, finance, and other social and behavioral sciences (91-XX) Citations by Year