Hierarchical Commensurate and Power Prior Models for Adaptive Incorporation of Historical Information in Clinical Trials

Keyphrases

• Clinical Trials 100%
• Historical Information 100%
• Commensurate Prior 100%
• Power Prior 100%
• Bayesian Methods 50%
• Cancer Clinical Trials 50%
• Colon Cancer 50%
• Tumor Size 50%
• Historical Data 50%
• Cost Reduction 50%
• Statistical Significance 50%
• Statistical Power 50%
• Reduced Sample Size 50%
• Hierarchical Bayesian Model 50%
• Model Extension 50%
• Type I Error 50%
• Frequentist Performance 50%
• Ethical Risk 50%
• Adaptive Borrowing 50%
• Bayesian Clinical Trial Design 50%
• Precision Estimates 50%
• Gaussian Data 50%
• Information Conflict 50%

Mathematics

• Bayesian 100%
• Linear Models 50%
• Frequentist 50%
• Statistical Power 50%
• Tumor Size 50%
• Gaussian Distribution 50%
• Trial Design 50%
• Hierarchical Bayesian Method 50%
• Experimental Data 50%
• Statistical Significance 50%
• Historical Data 50%