Meta-analytic-predictive use of historical variance data for the design and analysis of clinical trials

DOI10.1016/j.csda.2016.08.007zbMath1464.62155OpenAlexW2513082782WikidataQ60730543 ScholiaQ60730543MaRDI QIDQ1658139

Heinz Schmidli, Tim Friede, Beat E. Neuenschwander

Publication date: 14 August 2018

Published in: Computational Statistics and Data Analysis (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.csda.2016.08.007

zbMATH Keywords

sample sizestandard deviationevidence synthesismeta-analysisBayesian approachbetween-trial heterogeneity

Mathematics Subject Classification ID

Computational methods for problems pertaining to statistics (62-08) Applications of statistics to biology and medical sciences; meta analysis (62P10) Bayesian inference (62F15)

Related Items

Advances in medical statistics, Approximation of the Meta-Analytic-Predictive Prior Distribution in the One-Way Random Effects Model with Unknown Variance

Uses Software

• BayesDA

Cites Work

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• Sample Size Determination for Phase II Clinical Trials Based on Bayesian Decision Theory
• Valid Inference in Random Effects Meta‐Analysis
• Bayesian techniques for sample size determination in clinical trials: a short review
• Sample Size Recalculation in Internal Pilot Study Designs: A Review
• Statistical Methods for Eliciting Probability Distributions
• Prior distributions for variance parameters in hierarchical models (Comment on article by Browne and Draper)