Semiparametric Regression for Time Series of Counts

DOI10.1080/03610926.2012.750359zbMath1325.62175OpenAlexW2000853895MaRDI QIDQ5259107

Rongning Wu, Qin Wang

Publication date: 24 June 2015

Published in: Communications in Statistics - Theory and Methods (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1080/03610926.2012.750359

zbMATH Keywords

semiparametric regressionautocorrelationgeneralized estimating equationgeneralized linear modellatent processparameter-driven model

Mathematics Subject Classification ID

Nonparametric regression and quantile regression (62G08) Time series, auto-correlation, regression, etc. in statistics (GARCH) (62M10) Asymptotic properties of nonparametric inference (62G20) Nonparametric estimation (62G05) Generalized linear models (logistic models) (62J12)

Cites Work

• Nonparametric estimation equations for time series data.
• Semiparametric regression for clustered data
• A regression model for time series of counts
• Semiparametric Regression for Clustered Data Using Generalized Estimating Equations
• On autocorrelation in a Poisson regression model
• Semiparametric Models for Longitudinal Data with Application to CD4 Cell Numbers in HIV Seroconverters
• Time series count data regression

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