Design of Observational Studies

Design of Observational Studies
Author :
Publisher : Springer Science & Business Media
Total Pages : 382
Release :
ISBN-10 : 9781441912138
ISBN-13 : 1441912134
Rating : 4/5 (134 Downloads)

Book Synopsis Design of Observational Studies by : Paul R. Rosenbaum

Download or read book Design of Observational Studies written by Paul R. Rosenbaum and published by Springer Science & Business Media. This book was released on 2009-10-22 with total page 382 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.


Design of Observational Studies Related Books

Design of Observational Studies
Language: en
Pages: 382
Authors: Paul R. Rosenbaum
Categories: Mathematics
Type: BOOK - Published: 2009-10-22 - Publisher: Springer Science & Business Media

DOWNLOAD EBOOK

An observational study is an empiric investigation of effects caused by treatments when randomized experimentation is unethical or infeasible. Observational stu
Design of Observational Studies
Language: en
Pages: 552
Authors: Paul R. Rosenbaum
Categories: Mathematics
Type: BOOK - Published: 2020-07-13 - Publisher: Springer Nature

DOWNLOAD EBOOK

This second edition of Design of Observational Studies is both an introduction to statistical inference in observational studies and a detailed discussion of th
Observational Studies
Language: en
Pages: 244
Authors: Paul R. Rosenbaum
Categories: Mathematics
Type: BOOK - Published: 2013-06-29 - Publisher: Springer Science & Business Media

DOWNLOAD EBOOK

An observational study is an empirical investigation of the effects of treatments, policies, or exposures. It differes from an experiment in that the investigat
Observation and Experiment
Language: en
Pages: 395
Authors: Paul Rosenbaum
Categories: Mathematics
Type: BOOK - Published: 2017-08-14 - Publisher: Harvard University Press

DOWNLOAD EBOOK

A daily glass of wine prolongs life—yet alcohol can cause life-threatening cancer. Some say raising the minimum wage will decrease inequality while others say
Developing a Protocol for Observational Comparative Effectiveness Research: A User's Guide
Language: en
Pages: 236
Authors: Agency for Health Care Research and Quality (U.S.)
Categories: Medical
Type: BOOK - Published: 2013-02-21 - Publisher: Government Printing Office

DOWNLOAD EBOOK

This User’s Guide is a resource for investigators and stakeholders who develop and review observational comparative effectiveness research protocols. It expla