Efficient estimation of COM-Poisson regression and a generalized additive model

DOI10.1016/j.csda.2017.11.011zbMath1469.62035arXiv1610.08244OpenAlexW2780067265MaRDI QIDQ1662173

Galit Shmueli, Suneel Babu Chatla

Publication date: 17 August 2018

Published in: Computational Statistics and Data Analysis (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/1610.08244

zbMATH Keywords

time seriespenalized splinesIRLSover and under dispersionP-IRLS

Mathematics Subject Classification ID

Computational methods for problems pertaining to statistics (62-08) Nonparametric regression and quantile regression (62G08)

Related Items

A Tree-Based Semi-Varying Coefficient Model for the COM-Poisson Distribution ⋮ Some characterizations and properties of COM-Poisson random variables ⋮ A modified one parameter Liu estimator for Conway-Maxwell Poisson response model ⋮ Two parameter estimators for the Conway–Maxwell–Poisson regression model ⋮ New zero-inflated regression models with a variant of censoring ⋮ Liu-type estimator in Conway–Maxwell–Poisson regression model: theory, simulation and application ⋮ Reparametrization of COM–Poisson regression models with applications in the analysis of experimental data

Uses Software

• R
• gss
• gam
• SemiPar
• mgcv
• gamair
• GitHub
• COMPoissonReg
• glm2
• CompGLM

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