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Design of observational studies

Author: Paul R Rosenbaum
Publisher: New York : Springer, ©2010.
Dissertation: Ebooks.
Series: Springer series in statistics.
Edition/Format:   Thesis/dissertation : Document : Thesis/dissertation : eBook   Computer File : EnglishView all editions and formats
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Genre/Form: Electronic books
Academic theses
Material Type: Document, Thesis/dissertation, Internet resource
Document Type: Internet Resource, Computer File
All Authors / Contributors: Paul R Rosenbaum
ISBN: 9781441912121 1441912126 9781441912138 1441912134 9781282834996 1282834991
OCLC Number: 1034888016
Description: 1 online resource (xviii, 384 pages) : illustrations
Contents: Part I Beginnings; 1 Dilemmas and Craftsmanship; 2 Causal Inference in Randomized Experiments; 3 Two Simple Models for Observational Studies; 4 Competing Theories Structure Design; 5 Opportunities, Devices, and Instruments; 6 Transparency; Part II Matching; 7 A Matched Observational Study; 8 Basic Tools of Multivariate Matching; 9 Various Practical Issues in Matching; 10 Fine Balance; 11 Matching Without Groups; 12 Risk-Set Matching; 13 Matching in R; Part III Design Sensitivity; 14 The Power of a Sensitivity Analysis and Its Limit; 15 Heterogeneity and Causality.
Series Title: Springer series in statistics.
Responsibility: Paul R. Rosenbaum.

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