scientific article; zbMATH DE number 7400706

zbMath1475.62214MaRDI QIDQ5152638

Ma. del Carmen Cruz Velázquez, Imelda S. Hernández Nava, Vivian del Rosario Sistachs Vega, Dante Covarrubias Melgar, Martha L. Sánchez Castillo, Lucio Díaz González

Publication date: 24 September 2021

Full work available at URL: http://archives-web.univ-paris1.fr/rev-inv-ope/fileadmin/rev-inv-ope/files/37116/37116-10.pdf

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zbMATH Keywords

model selectionlogistic regressionBayesian Model Average (BMA)

Mathematics Subject Classification ID

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

Uses Software

• R
• BMA

Cites Work

• The role of Bayesian philosophy within Bayesian model selection
• Model selection and Akaike's information criterion (AIC): The general theory and its analytical extensions
• Estimating the dimension of a model
• Sequential order statistics and \(k\)-out-of-\(n\) systems with sequentially adjusted failure rates
• Model Selection and Model Averaging
• Approximate Bayes factors and accounting for model uncertainty in generalised linear models
• A Bayesian extension of the minimum AIC procedure of autoregressive model fitting
• The Variable Selection Problem
• Model Selection and Multimodel Inference
• Bayesian Measures of Model Complexity and Fit
• Methods and Criteria for Model Selection
• Bayesian Model Selection and Statistical Modeling
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