• edgeR

  • Referenced in 49 articles [sw06936]
  • differential expression of replicated count data. An overdispersed Poisson model is used to account ... used to moderate the degree of overdispersion across transcripts, improving the reliability of inference...
  • PROC NLMIXED

  • Referenced in 65 articles [sw11039]
  • most common being pharmacokinetics and overdispersed binomial data. PROC NLMIXED enables you to specify...
  • parfm

  • Referenced in 10 articles [sw19053]
  • more and more popular to account for overdispersion and/or clustering in survival data. When...
  • HGLMMM

  • Referenced in 6 articles [sw08092]
  • random components and the residual dispersion (overdispersion) can be modeled as a function of covariates ... Overdispersion parameter can be fixed or estimated. Fixed effects in the mean structure...
  • aod

  • Referenced in 5 articles [sw14700]
  • package. aod: Analysis of Overdispersed Data. This package provides a set of functions to analyse ... overdispersed counts or proportions. Most of the methods are already available elsewhere but are scattered...
  • npmlreg

  • Referenced in 7 articles [sw08191]
  • maximum likelihood estimation or Gaussian quadrature for overdispersed generalized linear models and variance component models...
  • dhglm

  • Referenced in 5 articles [sw21272]
  • variance of random effects, and residual variance (overdispersion) can be further modeled as random-effect...
  • performance

  • Referenced in 5 articles [sw29807]
  • error or functions to check models for overdispersion, singularity or zero-inflation and more. Functions...
  • ReadDepth

  • Referenced in 4 articles [sw17969]
  • robust statistical model that accounts for overdispersed data. It includes a method for effectively increasing...
  • Rgbp

  • Referenced in 2 articles [sw18040]
  • Hierarchical Modeling and Frequency Method Checking on Overdispersed Gaussian, Poisson, and Binomial Data. We utilize ... level conjugate hierarchical models on overdispersed Gaussian, Poisson, and Binomial data and evaluates whether...
  • CountsEPPM

  • Referenced in 2 articles [sw24096]
  • Mean and Variance Modeling of Under- and Overdispersed Count Data. This article describes ... models that can handle both underdispersion and overdispersion in observed count data, with the negative...
  • CorrPoisson

  • Referenced in 1 article [sw37265]
  • macro CorrPoisson: Generating Correlated and/or Overdispersed Count Data: A SAS Implementation. Analysis of longitudinal count ... negativebinomial (NEGBIN) model taking into account overdispersion by use of gamma random effects. Inherently though ... commonly exhibit both features of correlation and overdispersion simultaneously, necessitating analysis methodology that can account ... models in order to generate correlated and/or overdispersed counts. A pre-specification of the desired...
  • countimp

  • Referenced in 1 article [sw31551]
  • under the Poisson model, imputation of incomplete overdispersed count data under either the Quasi-Poisson ... model, imputation of zero-inflated ordinary or overdispersed count data based on a zero-inflated ... generalized linear mixed effects model (overdispersion and zero-inflation are supported...
  • aods3

  • Referenced in 1 article [sw25119]
  • package aods3: Analysis of Overdispersed Data using S3 methods. This package provides functions to analyse ... overdispersed counts or proportions. These functions should be considered as complements to more sophisticated methods...
  • multinomRob

  • Referenced in 1 article [sw36820]
  • package multinomRob: Robust Estimation of Overdispersed Multinomial Regression Models. MNL and overdispersed multinomial regression using...
  • Psignifit

  • Referenced in 1 article [sw27238]
  • inference for the psychometric function even for overdispersed (“noisy”) data. The toolbox is available...
  • HRQoL

  • Referenced in 1 article [sw31553]
  • modelling approaches for binomial data with overdispersion, with particular interest in Health Related Quality...
  • pogit

  • Referenced in 1 article [sw35606]
  • reported count data as well as for (overdispersed) Poisson, negative binomal and binomial logit regression...
  • nbreg

  • Referenced in 1 article [sw37390]
  • likelihood-ratio tests for the presence of overdispersion or random effects. By their very nature...
  • xtnbreg

  • Referenced in 1 article [sw37522]
  • existing Stata command used for overdispersed count panel data. Including covariates to allow for regression...