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Rosenbaum, Paul R.

Design of Observational Studies

Rosenbaum, Paul R. - Design of Observational Studies, ebook

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Ebook, PDF with Adobe DRM
ISBN: 9781441912138
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Table of contents

1. Dilemmas and Craftsmanship
Paul R. Rosenbaum

2. Causal Inference in Randomized Experiments
Paul R. Rosenbaum

3. Two Simple Models for Observational Studies
Paul R. Rosenbaum

4. Competing Theories Structure Design
Paul R. Rosenbaum

5. Opportunities, Devices, and Instruments
Paul R. Rosenbaum

6. Transparency
Paul R. Rosenbaum

7. A Matched Observational Study
Paul R. Rosenbaum

8. Basic Tools of Multivariate Matching
Paul R. Rosenbaum

9. Various Practical Issues in Matching
Paul R. Rosenbaum

10. Fine Balance
Paul R. Rosenbaum

11. Matching Without Groups
Paul R. Rosenbaum

12. Risk-Set Matching
Paul R. Rosenbaum

13. Matching in R
Paul R. Rosenbaum

14. The Power of a Sensitivity Analysis and Its Limit
Paul R. Rosenbaum

15. Heterogeneity and Causality
Paul R. Rosenbaum

16. Uncommon but Dramatic Responses to Treatment
Paul R. Rosenbaum

17. Anticipated Patterns of Response
Paul R. Rosenbaum

18. After Matching, Before Analysis
Paul R. Rosenbaum

19. Planning the Analysis
Paul R. Rosenbaum

Keywords: Statistics, Statistical Theory and Methods, Econometrics, Biostatistics, Psychological Methods/Evaluation, Methodology of the Social Sciences

Author(s)
Publisher
Springer
Publication year
2010
Language
en
Edition
1
Series
Springer Series in Statistics
Category
Natural Sciences
Format
Ebook
eISBN (PDF)
9781441912138

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