Anna-Maria Tyriseva
2007-Jun-07 15:01 UTC
[R] comparison of two logistic regression models
Dear list members! Could you help me? I would like to compare two models: a) logistic regression model, 3 factors as independents b) logistic regression model, 3 factors and one random effect as independents (function glmmPQL). AIC are not available with PQL and model comparison using ANOVA is not possible. What should I do? Thanks in advance. Anna-Maria
You could use lmer in the lme4 package to fit the logistic regression with random effect as it does report the AIC. On 07/06/07, Anna-Maria Tyriseva <anna-maria.tyriseva at helsinki.fi> wrote:> Dear list members! > > Could you help me? > I would like to compare two models: a) logistic regression model, 3 > factors as independents b) logistic regression model, 3 factors and one > random effect as independents (function glmmPQL). AIC are not available > with PQL and model comparison using ANOVA is not possible. What should I do? > > Thanks in advance. > Anna-Maria > > ______________________________________________ > R-help at stat.math.ethz.ch mailing list > https://stat.ethz.ch/mailman/listinfo/r-help > PLEASE do read the posting guide http://www.R-project.org/posting-guide.html > and provide commented, minimal, self-contained, reproducible code. >-- ================================David Barron Said Business School University of Oxford Park End Street Oxford OX1 1HP