• glmmAK

  • Referenced in 28 articles [sw13218]
  • with both binary (logit model) and multinomial response (cumulative logit model), and in the Poisson...
  • brglm2

  • Referenced in 10 articles [sw19510]
  • generalized linear models for binomial and multinomial responses, the adjusted score equations approach returns estimates...
  • SimCorMultRes

  • Referenced in 6 articles [sw22171]
  • package SimCorMultRes: Simulates Correlated Multinomial Responses. Simulates correlated multinomial responses conditional on a marginal model...
  • multgee

  • Referenced in 5 articles [sw21072]
  • Generalized Estimating Equations Solver for Multinomial Responses. The R package multgee implements the local odds ... approach for correlated multinomial responses that circumvents theoretical and practical limitations of the GEE method ... marginal adjacent categories logit model for ordinal responses and a marginal baseline category logit model ... clinical trial with clustered ordinal multinomial responses...
  • MRSP

  • Referenced in 3 articles [sw17732]
  • package MRSP: Multinomial Response Models with Structured Penalties. Fits regularized multinomial response models using penalized...
  • BANOVA

  • Referenced in 2 articles [sw16130]
  • Binomial(Bernoulli) response, Poisson response, ordered multinomial response and multinomial response variables. All models accommodate...
  • PROC GENMOD

  • Referenced in 34 articles [sw11741]
  • nonlinear link function and allows the response probability distribution to be any member ... binary data, and log-linear models for multinomial data. Many other useful statistical models ... selection of an appropriate link function and response probability distribution...
  • mclogit

  • Referenced in 3 articles [sw23113]
  • conditional logit models of binary responses and multinomial counts is provided, with or without alternative...
  • MGLM

  • Referenced in 3 articles [sw19421]
  • multivariate categorical response data. Implemented models include: multinomial logit model, Dirichlet multinomial model, generalized Dirichlet...
  • rtmpt

  • Referenced in 1 article [sw34927]
  • Fitting RT-MPT Models. Fit response-time extended multinomial processing tree (RT-MPT) models...
  • RSGHB

  • Referenced in 5 articles [sw23112]
  • include the family of discrete choice models (Multinomial Logit, Mixed Logit, Nested Logit, Error Components ... Logit and Latent Class) as well ordered response models like ordered probit and ordered logit...
  • psychotools

  • Referenced in 5 articles [sw16066]
  • modeling such as data classes (for item response data and paired comparisons), basic model fitting ... Bradley-Terry, Rasch, partial credit, rating scale, multinomial processing tree models), extractor functions for different...
  • ordinalNet

  • Referenced in 6 articles [sw20527]
  • model class we call the elementwise link multinomial-ordinal (ELMO) class. Each family in this ... parallel form, which is appropriate for ordinal response data, as well as a nonparallel form...
  • mme

  • Referenced in 1 article [sw30839]
  • Multinomial Mixed Effects Models. Fit Gaussian Multinomial mixed-effects models for small area estimation: Model ... random effect in each category of the response variable (Lopez-Vizcaino...
  • DRIMSeq

  • Referenced in 1 article [sw25781]
  • DRIMSeq: a Dirichlet-multinomial framework for multivariate count outcomes in genomics. There are many instances ... where measurements are made on a multivariate response. For example, alternative splicing can lead ... statistical framework based on the Dirichlet-multinomial distribution that can discover changes in isoform usage...
  • Fmlogit

  • Referenced in 1 article [sw31895]
  • fits by quasi maximum likelihood a fractional multinomial logit model. It models ... Wooldridge (1996), Econometric Methods for Fractional Response Variables with an application to 401(k) Plan...
  • aster2

  • Referenced in 2 articles [sw32136]
  • linear models except that elements of the response vector can have different families ... conditionally independent given their predecessor node), including multinomial and two-parameter normal as families. Thus...
  • DEA

  • Referenced in 244 articles [sw00194]
  • Data Envelopment Analysis (DEA) is becoming an increasingly...
  • ESTIMA

  • Referenced in 15 articles [sw00249]
  • System identification is an iterative model building process...
  • Expokit

  • Referenced in 200 articles [sw00258]
  • Expokit provides a set of routines aimed at...