Estimation of the Predictive Ability of Ecological Models

DOI10.1080/03610918.2014.889161zbMath1383.62297OpenAlexW2031273825MaRDI QIDQ2816745

Kohji Yamamura

Publication date: 25 August 2016

Published in: Communications in Statistics - Simulation and Computation (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1080/03610918.2014.889161

zbMATH Keywords

model selectiongeneralized linear modelpredictive abilityGLMMerror structurefixed dispersion parameter

Mathematics Subject Classification ID

Applications of statistics to biology and medical sciences; meta analysis (62P10) Applications of statistics to environmental and related topics (62P12) Generalized linear models (logistic models) (62J12)

Uses Software

• R
• SPSS
• Stata
• SAS
• SAS/STAT

Cites Work

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• Fixed-effect variable selection in linear mixed models using \(R^2\) statistics
• Estimating the dimension of a model
• Goodness-of-fit measures of R ² for repeated measures mixed effect models
• Model Selection and Model Averaging
• A note on a general definition of the coefficient of determination
• Further analysis of the data by Akaike's information criterion and the finite corrections
• Modified AIC and Cp in multivariate linear regression
• Model Selection and Multimodel Inference
• Strictly Proper Scoring Rules, Prediction, and Estimation
• On Information and Sufficiency

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