MODEL SELECTION AND AVERAGING OF HEALTH COSTS IN EPISODE TREATMENT GROUPS

DOI10.1017/asb.2016.26zbMath1390.62210OpenAlexW3121389438MaRDI QIDQ4563790

Vytaras Brazauskas, Brian M. Hartman, Shujuan Huang

Publication date: 4 June 2018

Published in: ASTIN Bulletin (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1017/asb.2016.26

zbMATH Keywords

Bayesian model selectionmodel averagingrandom forestAkaike weights

Mathematics Subject Classification ID

Applications of statistics to actuarial sciences and financial mathematics (62P05) Bayesian inference (62F15)

Related Items (3)

Bayesian nonparametric regression models for modeling and predicting healthcare claims ⋮ Analysis of Prescription Drug Utilization with Beta Regression Models ⋮ Ensemble Economic Scenario Generators: Unity Makes Strength

Uses Software

• ElemStatLearn
• PROC GENMOD
• PROC LOGISTIC
• NUTS

Cites Work

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• The No-U-Turn Sampler: Adaptively Setting Path Lengths in Hamiltonian Monte Carlo
• Bayesian model choice based on Monte Carlo estimates of posterior model probabilities
• NUTS
• Handbook of Markov Chain Monte Carlo
• Statistical Size Distributions in Economics and Actuarial Sciences
• Model Selection and Multimodel Inference
• A Skew Extension of the T-Distribution, with Applications
• Model Selection and Averaging in Financial Risk Management
• Random forests

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