
edgeR
 Referenced in 53 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 69 articles
[sw11039]
 most common being pharmacokinetics and overdispersed binomial data. PROC NLMIXED enables you to specify...

parfm
 Referenced in 12 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 7 articles
[sw21272]
 variance of random effects, and residual variance (overdispersion) can be further modeled as randomeffect...

performance
 Referenced in 6 articles
[sw29807]
 error or functions to check models for overdispersion, singularity or zeroinflation 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 prespecification of the desired...

countimp
 Referenced in 1 article
[sw31551]
 under the Poisson model, imputation of incomplete overdispersed count data under either the QuasiPoisson ... model, imputation of zeroinflated ordinary or overdispersed count data based on a zeroinflated ... generalized linear mixed effects model (overdispersion and zeroinflation are supported...

ZIBBSeqDiscovery
 Referenced in 1 article
[sw41968]
 data (Operational Taxonomic Unit, OTUs) is usually overdispersed and has excessive zero counts. The ’ZIBBSeqDiscovery ... free approach which treats the overdispersion parameters for OTUs as independent, and (ii) a constrained ... approach which proposes a meanoverdispersion relationship to the count data. This package...

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]
 likelihoodratio tests for the presence of overdispersion or random effects. By their very nature...