Methods in Comparative Effectiveness Research

by Gatonsis, Constantine Morton, Sally C.

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Title Statements

Full title :Methods in Comparative Effectiveness Research / edited by Constantine Gatsonis, Sally C. Morton.

Edition Statements

Publication Date:2017

Publication Statements

Publisher(s):CRC Press
Place of Publication:Boca Raton, FL
Language:eng
Publication Date:2017

The Physical Object

Description:1 online resource

Edition Identifiers

ISBN:1315159406, 9781315159409, 9781466511972, 1466511974
oclc:ocn974020135
LC Classification:R853.C55
Dewey Decimal:610.72/4

Cover; Half Title; Title Page; Copyright Page; Contents; Contributors; Introduction; Section I: Causal Inference Methods; 1. An Overview of Statistical Approaches for Comparative Effectiveness Research; 2. Instrumental Variables Methods; 3. Observational Studies Analyzed Like Randomized Trials and Vice Versa; Section II: Clinical Trials: Design, Interpretation, and Generalizability; 4. Cluster-Randomized Trials; 5. Bayesian Adaptive Designs; 6. Generalizability of Clinical Trials Results.

7. Combining Information from Multiple Data Sources: An Introduction to Cross-Design Synthesis with a Case Study8. Heterogeneity of Treatment Effects; 9. Challenges in Establishing a Hierarchy of Evidence; Section III: Research Synthesis; 10. Systematic Reviews with Study-Level and Individual Patient-Level Data; 11. Network Meta-Analysis; 12. Bayesian Network Meta-Analysis for Multiple Endpoints; 13. Mathematical Modeling; Section IV: Special Topics; 14. On the Use of Electronic Health Records; 15. Evaluating Personalized Treatment Regimes; 16. Early Detection of Diseases.