Observational Studies

  • Paul R. Rosenbaum

Part of the Springer Series in Statistics book series (SSS)

Table of contents

  1. Front Matter
    Pages i-xiv
  2. Paul R. Rosenbaum
    Pages 1-17
  3. Paul R. Rosenbaum
    Pages 19-70
  4. Paul R. Rosenbaum
    Pages 71-104
  5. Paul R. Rosenbaum
    Pages 105-170
  6. Paul R. Rosenbaum
    Pages 171-204
  7. Paul R. Rosenbaum
    Pages 205-230
  8. Paul R. Rosenbaum
    Pages 231-252
  9. Paul R. Rosenbaum
    Pages 253-275
  10. Paul R. Rosenbaum
    Pages 277-293
  11. Paul R. Rosenbaum
    Pages 295-331
  12. Paul R. Rosenbaum
    Pages 333-366
  13. Paul R. Rosenbaum
    Pages 367-369
  14. Back Matter
    Pages 370-377

About this book

Introduction

An observational study is an empiric investigation of the effects caused by a treatment, policy, or intervention in which it is not possible to assign subjects at random to treatment or control, as would be done in a controlled experiment. Observational studies are common in most fields that study the effects of treatments on people.
The second edition of Observational Studies is about 50% longer than the first edition, with many new examples and methods. There are new chapters on nonadditive models for treatment effects (5) and planning observational studies , and the chapter on coherence (9) has been extensively rewritten.
Paul R. Rosenbaum is Robert G. Putzel Professor, Department of Statistics, The Wharton School of the University of Pennsylvania. He is a fellow of the American Statistical Association.

Keywords

Analysis Bias Observational Studies Sensitivity Treatment Effects calculus statistics

Authors and affiliations

  • Paul R. Rosenbaum
    • 1
  1. 1.Department of Statistics, The Wharton SchoolUniversity of PennsylvaniaPhiladelphiaUSA

Bibliographic information

  • DOI https://doi.org/10.1007/978-1-4757-3692-2
  • Copyright Information Springer-Verlag New York 2002
  • Publisher Name Springer, New York, NY
  • eBook Packages Springer Book Archive
  • Print ISBN 978-1-4419-3191-7
  • Online ISBN 978-1-4757-3692-2
  • Series Print ISSN 0172-7397
  • About this book