A statistical model for under- or overdispersed clustered and longitudinal count data - Grunwald, Gary K.; Bruce, Stephanie L.; Jiang, Luohua; Strand, Matthew; Rabinovitch, Nathan (Biometrical journal, 2011)
Keywords: Air Pollution - adverse effects; Applications; Asthma - therapy; Biology, psychology, social sciences; Child; Cluster Analysis; Distribution theory; Exact sciences and technology; General topics; Generalized linear mixed models; Humans; Longitudinal Studies - statistics & numerical data; Markov Chains; Mathematics; Models, Statistical; Monte Carlo Method; Multi-level count models; Multivariate analysis; Nebulizers and Vaporizers - statistics & numerical data; Negative binomial longitudinal data; Poisson longitudinal data; Probability and statistics; Probability theory and stochastic processes; Sciences and techniques of general use; Software; Statistics; Underdispersion; Biometrics; Generalized linear model; Generalized linear mixed models; Statistical distribution; Overdispersion; Cluster analysis (statistics); Negative binomial longitudinal data; Underdispersion; Daily variation; Serial correlation; Multivariate analysis; Stochastic method; Parameterization; Negative binomial distribution; Markov chain; Heterogeneity; Distribution function; Approximation theory; Multi-level count models; Child; Human; Monte Carlo method; Discriminant analysis; Poisson longitudinal data; Estimation; Life science; Statistical association; Birth process; Statistical method; Missing data; Numerical analysis; Correlation analysis; Statistical model; Software