This introduction to the R package multgee is a slightly modified version of ?, published in the Journal of Statistical Software. To cite multgee in publications, please use ?. To cite the GEE methodology implemeted in multgee, please use ?. The R package multgee implements the local odds ratios generalized estimating equations (GEE) approach proposed by ?, a GEE approach for correlated multino...

When the choice of the nominal anchor and timing of inflation stabilization is analyzed with models of political business cycles, there is room for political opportunism of policymakers. The different business cycles associated with exchange rate-based (ERBS) and money-based stabilizations (MBS) imply that the decision regarding the timing and nominal anchor of stabilization may be affected by ...

Maximum likelihood estimation of mixed effect baseline category logit models for multinomial longitudinal data can be prohibitive due to the integral dimension of the random effects distribution. We propose to use multidimensional unfolding methodology to reduce the dimensionality of the problem. As a by-product, readily interpretable graphical displays representing change are obtained. The met...

This study analyzed the factors affecting propensity internal migration of Indonesian elderly based on age classification elderly, i.e., young middle or old elderly. It used multinomial logit model that explored affect interaction between and external migration. was chosen beacuse dependent variable had polichotomous scale, nominal ordinal scale with more than two categories. The estimation res...

The multinomial logit model with random eeects is often used in modeling correlated nominal polytomous data. Given that there is no standard software of tting it, we advocate using either a Poisson log-linear model or a Poisson nonlinear model, both with random eeects. Their implementations can be carried out easily by many existing commercial statistical packages including SAS. A brand choice ...

currently, the land amalgamation has important role in agricultural and under pressure irrigation development. agricultural land amalgamation programs were introduced to farmers of kabutarahangh county since 1990; however, the adoption process has not been successful. for instance, after a decade, only 30 percent of the irrigated lands has been adopted. accordingly, the aim of the study was to ...

The paper illustrates how to use the MCMC procedure to fit a hierarchical, multinomial logit model for a nominal response variable with correlated responses in a Bayesian framework. In particular, the paper illustrates how to perform three important parts of Bayesian model fitting. First, to make sure appropriate prior distributions are selected, the paper shows how to simulate draws directly f...