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Meta-Research: Methods and Protocols 2022 ed. [Pehme köide]

  • Formaat: Paperback / softback, 318 pages, kõrgus x laius: 254x178 mm, kaal: 633 g, 19 Illustrations, color; 21 Illustrations, black and white, 1 Paperback / softback
  • Sari: Methods in Molecular Biology 2345
  • Ilmumisaeg: 25-Sep-2021
  • Kirjastus: Humana
  • ISBN-10: 1071615688
  • ISBN-13: 9781071615683
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  • Formaat: Paperback / softback, 318 pages, kõrgus x laius: 254x178 mm, kaal: 633 g, 19 Illustrations, color; 21 Illustrations, black and white, 1 Paperback / softback
  • Sari: Methods in Molecular Biology 2345
  • Ilmumisaeg: 25-Sep-2021
  • Kirjastus: Humana
  • ISBN-10: 1071615688
  • ISBN-13: 9781071615683
This volume presents state-of-the art design, analysis and integration approaches for biomedical data including novel statistical models for a comprehensive and powerful synthesis and assessment of scientific evidence. Chapters detail principles of systematic reviews, semi-automated tools for systematic searches, fixed- and random-effects meta-analytical models, living systematic reviews, meta-analysis of genetic studies, meta-analysis of pragmatic and explanatory trials, network meta-analysis, and other modern approaches for data synthesis. Written in the highly successful Methods in Molecular Biology series format, chapters include introductions to their respective topics, lists of the necessary materials, and tips on troubleshooting and avoiding known pitfalls.





 





Authoritative and cutting-edge, the Meta- Research: Methods and Protocols book, written by global experts, will introduce the reader in a step-by-step process to the methods of the vital and highly promising field of evidence synthesis.
Principles of Systematic Reviews and Meta-Analyses.- Semi-automated
Tools for Systematic Searches.- Fixed- and Random-effects Models.- Assessing
Heterogeneity in Random-Effects Meta-Analysis.- Performing Meta-Analyses with
Very Few Studies.- Systematic vs Rapid vs Scoping Reviews.- Living Systematic
Reviews.- Umbrella Reviews: What They Are and Why We Need
Them.- Meta-analysis of Genetics Studies: Assessing Common and Rare
Variation.- Meta-analysis of Pragmatic and Explanatory Trials.- Meta-analysis
of Proportions.- Meta-Analysis Methods of Diagnostic Test Accuracy
Studies.- Network Meta-Anaylsis.- Contrast-based and Arm-Based Models for
Network Meta-Analysis.- Software to Conduct a Meta-Analysis and Network
Meta-Analysis.- Modelling Multicomponent Interventions in Network
Meta-analysis.- Practical Considerations and Challenges when Conducting an
Individual Participant Data(IPD) Meta-Analysis.- Individual Patient Data
Meta-Analysis and Network Meta-Analysis.- Challenges in Comparative
Meta-Analysis of the Accuracy of Multiple Diagnostic Tests.