Minimum \(\varphi\)-divergence estimator and \(\varphi\)-divergence statistics in generalized linear models with binary data

DOI10.1007/S11009-007-9054-2zbMath1182.62009OpenAlexW2005940234MaRDI QIDQ1042536

María del Carmen Pardo, Julio Angel Pardo

Publication date: 14 December 2009

Published in: Methodology and Computing in Applied Probability (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s11009-007-9054-2

zbMATH Keywords

binomial distributionchi-squared distributiongeneralized linear modelnested sequence\(\varphi \)-divergence measure

Mathematics Subject Classification ID

Estimation in multivariate analysis (62H12) Generalized linear models (logistic models) (62J12) Statistical aspects of information-theoretic topics (62B10)

Related Items (6)

Variable selection via penalized minimum φ-divergence estimation in logistic regression ⋮ Selecting and checking a binomial response generalized linear model using phi-divergences ⋮ Transformed goodness-of-fit statistics for a generalized linear model of binary data ⋮ Unnamed Item ⋮ Inference in ϕ-families of distributions ⋮ Preliminary test estimators and phi-divergence measures in generalized linear models with binary data

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