Analysis of \(N\)-of-1 trials using Bayesian distributed lag model with autocorrelated errors

DOI10.1002/SIM.9676zbMATH Open1545.62409MaRDI QIDQ6625743

Ian M. Kronish, Ziwei Liao, Ying Kuen Cheung, Min Qian

Publication date: 28 October 2024

Published in: Statistics in Medicine (Search for Journal in Brave)

zbMATH Keywords

time seriescarryover effectspersonalized treatmentregression with autocorrelated errors\(N\)-of-1 trialsBayesian distributed lag model

Mathematics Subject Classification ID

Applications of statistics to biology and medical sciences; meta analysis (62P10)

Cites Work

• Bayes regression with autoregressive errors. A Gibbs sampling approach
• Revisiting the Gelman-Rubin diagnostic
• Bayesian Distributed Lag Models: Estimating Effects of Particulate Matter Air Pollution on Daily Mortality
• Spatial smoothing and hot spot detection for CGH data using the fused lasso
• On a measure of lack of fit in time series models
• Generalized additive distributed lag models: quantifying mortality displacement
• Sparsity and Smoothness Via the Fused Lasso
• Prior distributions for variance parameters in hierarchical models (Comment on article by Browne and Draper)

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