Improved estimation for a new class of parametric link functions in binary regression

DOI10.1007/s13571-018-0179-9zbMath1445.62168OpenAlexW2899923608WikidataQ128991829 ScholiaQ128991829MaRDI QIDQ2188756

Germán Moreno-Arenas, Artur J. Lemonte

Publication date: 11 June 2020

Published in: Sankhyā. Series B (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s13571-018-0179-9

zbMATH Keywords

maximum likelihood estimationbinary response modelbias correctionMonte Carlo experimentsparametric link function

Mathematics Subject Classification ID

Linear regression; mixed models (62J05) Point estimation (62F10) Generalized linear models (logistic models) (62J12)

Related Items (1)

Longitudinal binary response models using alternative links for medical data

Uses Software

• R
• Ox

Cites Work

• Unnamed Item
• Unnamed Item
• Unnamed Item
• Unnamed Item
• Unnamed Item
• Unnamed Item
• Unnamed Item
• Improved maximum likelihood estimators in a heteroskedastic errors-in-variables model
• Bayesian skew-probit regression for binary response data
• Generalized extreme value regression for binary response data: an application to B2B electronic payments system adoption
• Bayesian inference of binary regression models with parametric link
• Parametric link modification of both tails in binary regression
• Bias correction for a class of multivariate nonlinear regression models
• Second-order biases of maximum likelihood estimates in overdispersed generalized linear models
• Corrected maximum-likelihood estimation in a class of symmetric nonlinear regression models
• Bias correction in a multivariate normal regression model with general parameterization
• Bias corrected maximum likelihood estimators in nonlinear overdispersed models
• New links for binary regression: an application to coca cultivation in Peru
• A new class of flexible link functions with application to species co-occurrence in Cape Floristic region
• Bayesian Inference for Semiparametric Binary Regression
• Bias Correction in Generalized Nonlinear Models with Dispersion Covariates
• Flexible generalized t-link models for binary response data
• Bias in nonlinear regression
• Goodness of Link Tests for Generalized Linear Models
• Second-order biases of the maximum likelihood estimates in von Mises regression models
• A New Skewed Link Model for Dichotomous Quantal Response Data
• Bias corrected estimates in multivariate student t regression models
• An Efficient Semiparametric Estimator for Binary Response Models
• Bayesian Analysis of Binary and Polychotomous Response Data
• Linear Statistical Inference and its Applications

This page was built for publication: Improved estimation for a new class of parametric link functions in binary regression