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Design of Observational Studies

Design of Observational Studies - Paperback

by Paul R. Rosenbaum
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Availability:In StockContributor:Paul R. RosenbaumSeries:Springer StatisticsPublish date:2012-02-25Pages:384
Language:EnglishPublisher:SpringerISBN-13:9781461424864ISBN-10:1461424860UPC:9781461424864Book Category:Social Science, Mathematics, ScienceBook Subcategory:Methodology, Probability & Statistics, Life SciencesSize:9.21 x 6.14 x 0.83 inchesWeight:1.2412Product ID:SC634XM737
Beginnings.- Dilemmas and Craftsmanship.- Causal Inference in Randomized Experiments.- Two Simple Models for Observational Studies.- Competing Theories Structure Design.- Opportunities, Devices, and Instruments.- Transparency.- Matching.- A Matched Observational Study.- Basic Tools of Multivariate Matching.- Various Practical Issues in Matching.- Fine Balance.- Matching Without Groups.- Risk-Set Matching.- Matching in R.- Design Sensitivity.- The Power of a Sensitivity Analysis and Its Limit.- Heterogeneity and Causality.- Uncommon but Dramatic Responses to Treatment.- Anticipated Patterns of Response.- Planning Analysis.- After Matching, Before Analysis.- Planning the Analysis.
Language:EnglishPublisher:SpringerISBN-13:9781461424864ISBN-10:1461424860UPC:9781461424864Book Category:Social Science, Mathematics, ScienceBook Subcategory:Methodology, Probability & Statistics, Life SciencesSize:9.21 x 6.14 x 0.83 inchesWeight:1.2412Product ID:SC634XM737
Publisher: Springer

Edition

2010 Edition

Contributor(s)

Paul R. Rosenbaum

Author

Paul R. Rosenbaum

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