A Coefficient of Determination for Generalized Linear Models

DOI10.1080/00031305.2016.1256839WikidataQ58170686 ScholiaQ58170686MaRDI QIDQ6039623

Dabao Zhang

Publication date: 23 May 2023

Published in: The American Statistician (Search for Journal in Brave)

zbMATH Keywords

variance functionexponential family distribution\(R^2\)quasi-model

Mathematics Subject Classification ID

Statistics (62-XX)

Related Items (6)

A probabilistic generative model for semi-supervised training of coarse-grained surrogates and enforcing physical constraints through virtual observables ⋮ Estimating the basic reproduction number from noisy daily data ⋮ Generalizing R² for deming regressions ⋮ On variable selection in joint modeling of mean and dispersion ⋮ A physics-aware, probabilistic machine learning framework for coarse-graining high-dimensional systems in the small data regime ⋮ Coefficients of determination for mixed-effects models

Cites Work

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• A Mathematical Theory of Communication
• Natural exponential families with quadratic variance functions: Statistical theory
• Natural exponential families with quadratic variance functions
• Estimating the dimension of a model
• An \(R\)-squared measure of goodness of fit for some common nonlinear regression models
• A note on a general definition of the coefficient of determination
• A new look at the statistical model identification

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