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Observational studies

Author: Paul R Rosenbaum
Publisher: New York : Springer, ©2002.
Series: Springer series in statistics.
Edition/Format:   Print book : English : 2nd edView all editions and formats
Summary:

Throughout there are extended discussions of actual observational studies to illustrate the ideas discussed, drawn from topics as diverse as smoking and lung cancer, lead in children, nuclear weapons  Read more...

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Material Type: Internet resource
Document Type: Book, Internet Resource
All Authors / Contributors: Paul R Rosenbaum
ISBN: 0387989676 9780387989679
OCLC Number: 47667241
Description: xiv, 375 pages : illustrations ; 24 cm.
Contents: Randomized Experiments --
Introduction and Example: A Randomized Clinical Trial --
The Lady Tasting Tea --
Randomized Experiments --
Testing the Hypothesis of No Treatment Effect --
Simple Models for Treatment Effects --
Confidence Intervals --
Point Estimates --
More Complex Outcomes --
Appendix: Effect Increasing Tests Under Alternatives --
Appendix: The Set of Treatment Assignments --
Overt Bias in Observational Studies --
Introduction: An Example and Planning Adjustments --
Adjustments by Exact Stratification and Matching --
Case-Referent Studies --
Small Sample Inference with an Unknown Propensity Score --
Large Sample Inference with an Unknown Propensity Score --
Inexact Matching Followed by Stratification --
Sensitivity to Hidden Bias --
What Is a Sensitivity Analysis? --
A Model for Sensitivity Analysis --
Matched Pairs --
Sensitivity Analysis for Sign-Score Statistics --
Multiple Controls and Continuous Responses --
Sensitivity Analysis for Two Unmatched Groups --
Appendix: Technical Results and Proofs --
Models for Treatment Effects --
Effects That Vary from Person to Person --
Order Statistics --
Dilated Effects --
Instrumental Variables --
Attributable Effects: Binary Responses --
Attributable Effects: Displacements --
Inference About a Quantile --
Appendix: Minimum Wage Data --
Known Effects --
Detecting Hidden Bias Using Known Effects --
An Outcome Known to Be Unaffected by the Treatment --
An Outcome With Known Direction of Effect --
The Behavior of T with Nonnegative Effects --
Bias of Known Direction.
Series Title: Springer series in statistics.
Responsibility: Paul R. Rosenbaum.
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"This second edition is about fifty percent larger than the original. The flavour is the same. The book provides a thoughtful discussion, at a mathematical and conceptual level, of what can and Read more...

 
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