Peter F. Thall (M.D. Anderson Cancer Center, Houston, Texas, USA)

Bayesian Precision Medicine

• Gebundenes Buch

Produktbeschreibung

Presents modern Bayesian statistical models and methods for identifying treatments tailored to individual patients using their prognostic variables and predictive biomarkers.

Produktdetails

• Chapman & Hall/CRC Biostatistics Series
• Verlag: Taylor & Francis Ltd
• Seitenzahl: 318
• Erscheinungstermin: 7. Mai 2024
• Englisch
• Abmessung: 158mm x 243mm x 27mm
• Gewicht: 692g
• ISBN-13: 9781032754468
• ISBN-10: 103275446X
• Artikelnr.: 69793152

Autorenporträt

Peter F. Thall is a global leader in the development and application of Bayesian methods in medical research, with over 300 publications in professional journals. His research interests include Bayesian statistics, clinical trial design, precision medicine, and dynamic treatment regimes.

Inhaltsangabe

1. Evaluating New Treatments. 2. Statistics and Causality. 3. Precision
Dose Optimization. 4. Bayesian Basket Trials. 5. Precision Randomized Phase
II Designs. 6. Precision Phase III Designs. 7. Enrichment Concepts and
Methods. 8. Adaptive Enrichment Designs. 9. Bayesian Nonparametric Models.
10. Evaluating Multistage Treatment Regimes for Acute Leukemia. 11.
Personalizing Preparative Regimen in Stem Cell Transplantation. 12.
Utilities for Personalizing Advanced Breast Cancer Treatment.