Matched sampling for causal effects
This selection of Donald B. Rubin's contributions to matched sampling includes classic theoretical studies as well as real applications. Each of the seven parts has an introduction by the author offering historical and current context. The book thus provides an accessible introduction to the study of matched sampling for readers across the statistical, social, and medical sciences.
Read More ↓Title Statements
- Full title :Matched sampling for causal effects / Donald B. Rubin.
Summary
This selection of Donald B. Rubin's contributions to matched sampling includes classic theoretical studies as well as real applications. Each of the seven parts has an introduction by the author offering historical and current context. The book thus provides an accessible introduction to the study of matched sampling for readers across the statistical, social, and medical sciences.
Read More ↓Edition Statements
- Publication Date:2006.
Publication Statements
- Publisher(s):Cambridge University Press
- Place of Publication:Cambridge
- Language:eng
- Publication Date:2006.
Notes
Titre de l'écran-titre (visionné le 10 juin 2008).
The Physical Object
- Description:1 ressource en ligne (ix, 489 pages) : : illustrations, fichier PDF
Edition Identifiers
- ISBN:0511246102, 9780511246104, 9786610702602, 6610702608
- oclc:ocn269290221
- LC Classification:HA31.2
- Dewey Decimal:001.4/33
Table of Contents
William G. Cochran's contributions to the design, analysis, and evaluation of observational studies / Donald B. Rubin -- Controlling bias in observational studies : a review / William G. Cochran and Donald B. Rubin -- Matching to remove bias in observational studies / Donald B. Rubin -- The use of matched sampling and regression adjustment to remove bias in observational studies / Donald B. Rubin -- Assignment to treatment group on the basis of a covariate / Donald B. Rubin -- Multivariate matching methods that are equal percent bias reducing, I : some examples / Donald B. Rubin -- Multivariate matching methods that are equal percent bias reducing, II : maximums on bias reduction for fixed sample sizes / Donald B. Rubin -- Using multivariate matched sampling and regression adjustment to control bias in observational studies / Donald B. Rubin -- Bias reduction using Mahalanobis-Metric matching / Donald B. Rubin -- The central role of the propensity score in observational studies for causal effects / Paul R. Rosenbaum and Donald B. Rubin -- Assessing sensitivity to an unobserved binary covariate in an observational study with binary outcome / Paul R. Rosenbaum and Donald B. Rubin --…
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Matched Sampling for Causal Effects -- (.pdf)
PDF · 2.6 MB · updated
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