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Design of Observational Studies by Paul R. Rosenbaum (Hardcover, 2009)

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An observational study is an empiric investigation of effects caused by treatments when randomized experimentation is unethical or infeasible. Observational studies are common in most fields that study the effects of treatments on people, including medicine, economics, epidemiology, education, psychology, political science and sociology. The quality and strength of evidence provided by an observational study is determined largely by its design. Design of Observational Studies is both an introduction to statistical inference in observational studies and a detailed discussion of the principles that guide the design of observational studies. Design of Observational Studies is divided into four parts. Chapters 2, 3, and 5 of Part I cover concisely, in about one hundred pages, many of the ideas discussed in Rosenbaum's Observational Studies (also published by Springer) but in a less technical fashion. Part II discusses the practical aspects of using propensity scores and other tools to create a matched comparison that balances many covariates. Part II includes a chapter on matching in R. In Part III, the concept of design sensitivity is used to appraise the relative ability of competing designs to distinguish treatment effects from biases due to unmeasured covariates. Part IV discusses planning the analysis of an observational study, with particular reference to Sir Ronald Fisher's striking advice for observational studies, make your theories elaborate. The second edition of his book, Observational Studies, was published by Springer in 2002.

Product Identifiers

Publisher
Springer-Verlag New York Inc.
ISBN-13
9781441912121
eBay Product ID (ePID)
96109478

Product Key Features

Subject Area
Social Research, Experimental Psychology
Author
Paul R. Rosenbaum
Publication Name
Design of Observational Studies
Format
Hardcover
Language
English
Subject
Medicine, Economics, Mathematics
Publication Year
2009
Type
Textbook
Number of Pages
384 Pages

Dimensions

Item Height
235mm
Item Width
155mm
Item Weight
1640g

Additional Product Features

Title_Author
Paul R. Rosenbaum
Series Title
Springer Series in Statistics
Country/Region of Manufacture
United States

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Design of Observational Studies by Paul R. Rosenbaum (Hardcover, 2009)

About this product

Product Information

Product Identifiers

Product Key Features

Dimensions

Additional Product Features

Best Selling in Adult Learning & University

Time Management by Peter Quarry (Paperback, 1986)

Polyvagal Exercises for Safety and Connection: 50 Client-Centered Practices by Deb Dana (Paperback, 2020)

Save on Adult Learning & University

Ford Falcon EF EL / Fairlane NF NL 1994 - 1998 Workshop Manual

Netter Atlas of Human Anatomy: Classic Regional Approach

Sapiens A Brief History of Humankind by Yuval Noah Harari Paperback Book NEW

BORN IN 1971?... 1951?BIRTHDAY...Australian Social History....Chrisi, Birthdays

Michael Price Nick Vandome Windows 11 for Seniors in easy steps (Paperback)

It's Not You: How to Identify and Heal from NARCISSISTIC People by Ramani Durvas

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