| 书目名称 | Design of Observational Studies |
| 编辑 | Paul R. Rosenbaum |
| 视频video | |
| 概述 | The concepts of causal inference in experiments and observational studies are introduced using the elementary mathematics of independent coin flips to determine treatment assignment.The basic tools of |
| 丛书名称 | Springer Series in Statistics |
| 图书封面 |  |
| 描述 | .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 c |
| 出版日期 | Book 20101st edition |
| 关键词 | Analysis; Causal inference; Statistical Inference; natural experiment; observational study; propensity sc |
| 版次 | 1 |
| doi | https://doi.org/10.1007/978-1-4419-1213-8 |
| isbn_softcover | 978-1-4614-2486-4 |
| isbn_ebook | 978-1-4419-1213-8Series ISSN 0172-7397 Series E-ISSN 2197-568X |
| issn_series | 0172-7397 |
| copyright | Springer-Verlag New York 2010 |
发表于 2025-3-21 19:48:45
