Some remarks on overdispersion
From MaRDI portal
Publication:4748967
DOI10.1093/biomet/70.1.269zbMath0511.62007OpenAlexW1982142842MaRDI QIDQ4748967
Publication date: 1983
Published in: Biometrika (Search for Journal in Brave)
Full work available at URL: https://doi.org/10.1093/biomet/70.1.269
maximum likelihood estimationPoisson distributionoverdispersionnegative binomial distributionexponential familyPareto distributionexplanatory variablesquasilikelihooddispersion test
Asymptotic properties of parametric estimators (62F12) Foundations and philosophical topics in statistics (62A01)
Related Items (85)
A hierarchical Bayesian approach for the analysis of longitudinal count data with overdispersion: a simulation study ⋮ A comparison of zero-inflated and hurdle models for modeling zero-inflated count data ⋮ Variance component testing in semiparametric mixed models ⋮ Generalised residuals and heterogeneous duration models with applications to the Weibull model ⋮ Analyzing over-dispersed count data in two-way cross-classification problems using generalized linear models ⋮ Testing for jumps in the EGARCH process ⋮ Score tests for heterogeneity and overdispersion in zero-inflated Poisson and binomial regression models ⋮ Testing overdispersion in data with censoring using the mixture of exponential families ⋮ Restricted generalized poisson regression model ⋮ Local efficiency of moment estimators in beta-binomial model ⋮ Testing the normality assumption in multivariate simultaneous limited dependent variable models ⋮ Exploiting a matrix identity in the computation of the efficient score test for overdispersion in the Poisson regression model ⋮ Inference for binomial probability based on dependent Bernoulli random variables with applications to meta-analysis and group level studies ⋮ Optimal estimating functions, quasi-likelihood and statistical modelling ⋮ The tilted beta-binomial distribution in overdispersed data: maximum likelihood and Bayesian estimation ⋮ A count data model with unobserved heterogeneity ⋮ Score test of homogeneity for survival data. (With discussion) ⋮ Bayesian analysis of multiple-inflation Poisson models and its application to infection data ⋮ Misspecification tests and their uses in econometrics ⋮ An empirical approach to determine a threshold for assessing overdispersion in Poisson and negative binomial models for count data ⋮ Pearson residual and efficiency of parameter estimates in generalized linear model ⋮ Time series count data regression ⋮ Dispersion statistics in overdispersed mixture models ⋮ Mantel-Haenszel estimators of odds ratios for stratified dependent binomial data ⋮ Unobservables in count data models for on-site samples ⋮ Sir David Cox: a wise and noble statistician (1924--2022) ⋮ Revisiting the analysis pipeline for overdispersed Poisson and binomial data ⋮ Tests for detecting overdispersion in poisson models ⋮ Estimating infant mortality in Colombia: some overdispersion modelling approaches ⋮ Weibull and generalised exponential overdispersion models with an application to ozone air pollution ⋮ Score tests for overdispersion in poisson regression models ⋮ NEYMAN’S C(α) TEST FOR UNOBSERVED HETEROGENEITY ⋮ A comparison of tests for overdispersion in generalized linear models ⋮ Tests for serial correlation and overdispersion in a count data regression model∗ ⋮ Absolute regularity and ergodicity of Poisson count processes ⋮ Analysis of overdispersed paired count data ⋮ Beta-binomial/gamma-Poisson regression models for repeated counts with random parameters ⋮ Negative binomial loglinear mixed models ⋮ Testing for departures from nominal dispersion in generalized nonlinear models with varying dispersion and/or additive random effects ⋮ On the coefficient of determination for mixed regression models ⋮ Tests of exponentiality against some parametric over/under-dispersed life time models ⋮ Comparisons of tests of distributional assumption in Poisson regression model ⋮ On the distribution theory of over-dispersion ⋮ Accounting for spatial correlation in the scan statistic ⋮ Local mixture models of exponential families ⋮ Pseudo \(R\)-squared measures for Poisson regression models with over- or underdispersion ⋮ Small sample estimation properties of longitudinal count models ⋮ Overdispersion tests for truncated Poisson regression models ⋮ A spline‐based semiparametric sieve likelihood method for over‐dispersed panel count data ⋮ Score tests for overdispersion in zero-inflated Poisson mixed models ⋮ Semiparametric Negative Binomial Regression Models ⋮ Modelling Uncertainty and Overdispersion in Ordinal Data ⋮ Testing for overdispersion in a censored Poisson regression model ⋮ Negative Binomial Additive Models ⋮ Generalized poisson regression model ⋮ The positive negative binomial-Lindley distribution and its applications ⋮ A note on Dean's overdispersion test ⋮ Robust Poisson regression ⋮ Generalized score test of homogeneity for mixed effects models ⋮ Some Remarks on Testing Overdispersion in Zero-Inflated Poisson and Binomial Regression Models ⋮ Testing homogeneity in Weibull error in variables models ⋮ Bootstrap tests for variance components in generalized linear mixed models ⋮ The indirect method: inference based on intermediate statistics -- a synthesis and examples ⋮ Tests for independence in a bivariate negative binomial model ⋮ Uncertainty in Mortality Forecasting: An Extension to the Classical Lee-Carter Approach ⋮ Score tests for overdispersion in the bivariate negative binomial models ⋮ A QUASI-LOCALLY MOST POWERFUL TEST FOR CORRELATION IN THE CONDITIONAL VARIANCE OF POSITIVE DATA ⋮ A parameterized approach to modeling and forecasting mortality ⋮ Overdispersed poisson regression models for studies of air pollution and human health ⋮ A flexible model for actuarial risks under dependence ⋮ Bayesian Semiparametric Analysis of Developmental Toxicology Data ⋮ A Score Test for Testing a Zero‐Inflated Poisson Regression Model Against Zero‐Inflated Negative Binomial Alternatives ⋮ The Use of Score Tests for Inference on Variance Components ⋮ Testing Overdispersion in CUBE Models ⋮ An overdispersion model in meta-analysis ⋮ Testing the linearity of negative binomial regression models ⋮ Testing for jumps in the stochastic volatility models ⋮ On testing the hidden heterogeneity in negative binomial regression models ⋮ Goodness-of-link tests for multivariate regression models ⋮ Overdispersed negative binomial regression models ⋮ Mixed Poisson Distributions ⋮ Nonrobustness of the information test in detecting heterogeneity ⋮ Over-Dispersed Age-Period-Cohort Models ⋮ Application of a count data model to evaluate the anti-metastatic efficacy of QAP14 in 4T1 breast cancer allografts ⋮ Nonparametric comparison of epidemic time trends: the case of COVID-19
This page was built for publication: Some remarks on overdispersion
