Spline-based quasi-likelihood estimation of mixed Poisson regression with single-index models

DOI10.1007/s00184-017-0631-2zbMath1421.62040OpenAlexW2766744190MaRDI QIDQ683863

Minggen Lu

Publication date: 9 February 2018

Published in: Metrika (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s00184-017-0631-2

zbMATH Keywords

quasi-likelihood estimationB-splinesemiparametric efficiencysingle-index modelmixed Poisson regression

Mathematics Subject Classification ID

Asymptotic properties of parametric estimators (62F12) Nonparametric regression and quantile regression (62G08) Asymptotic properties of nonparametric inference (62G20) Applications of statistics to environmental and related topics (62P12) Generalized linear models (logistic models) (62J12)

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Cites Work

• Unnamed Item
• Estimation and testing for partially linear single-index models
• Two likelihood-based semiparametric estimation methods for panel count data with covariates
• The EFM approach for single-index models
• Additive regression and other nonparametric models
• Semiparametric least squares (SLS) and weighted SLS estimation of single-index models
• Direct estimation of the index coefficient in a single-index model
• Optimal smoothing in single-index models
• Semi-parametric estimation of partially linear single-index models
• Spline-based semiparametric estimation of partially linear Poisson regression with single-index models
• Polynomial Spline Estimation for a Generalized Additive Coefficient Model
• Polynomial Spline Estimation and Inference of Proportional Hazards Regression Models with Flexible Relative Risk Form
• Investigating Smooth Multiple Regression by the Method of Average Derivatives
• Negative binomial and mixed poisson regression
• Hazard Function Estimation Using B-Splines
• Generalized Partially Linear Single-Index Models
• Penalized Spline Estimation for Partially Linear Single-Index Models
• A mixed poisson–inverse‐gaussian regression model
• On extended partially linear single-index models
• Spline estimation of generalised monotonic regression