Matched sampling for causal effects
Record details
- ISBN: 0521857627
- ISBN: 0521674360
- ISBN: 9786610702602
- ISBN: 9781280702600
- ISBN: 9780521857628
- ISBN: 9780521674362
- ISBN: 9780511810725
- ISBN: 9780511246791
- ISBN: 9780511246104
- ISBN: 9780511245398
- ISBN: 9780511244643
- ISBN: 6610702608
- ISBN: 1280702605
- ISBN: 0521857627
- ISBN: 0521674360
- ISBN: 0511810725
- ISBN: 051124679X
- ISBN: 0511246102
- ISBN: 0511245394
- ISBN: 0511244649
-
Physical Description:
1 online resource (ix, 489 pages) : illustrations
remote
Computer data. - Publisher: Cambridge : Cambridge University Press, 2006.
Content descriptions
General Note: | CatMonthString:august.19 Multi-User. |
Bibliography, etc. Note: | Includes bibliographical references and index. |
Formatted Contents Note: | 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 -- Reducing bias in observational studies using subclassification on the propensity score / Paul R. Rosenbaum and Donald B. Rubin -- Constructing a control group using multivariate matched sampling methods that incorporate the propensity score / Paul R. Rosenbaum and Donald B. Rubin -- The bias due to incomplete matching / Paul R. Rosenbaum and Donald B. Rubin -- Affinely invariant matching methods with ellipsoidal distributions / Donald B. Rubin and Neal Thomas -- Characterizing the effect of matching using linear propensity score methods with normal distributions / Donald B. Rubin and Neal Thomas -- Matching using estimated propensity scores : relating theory to practice / Donald B. Rubin and Neal Thomas -- Combining propensity score matching with additional adjustments for prognostic covariates / Donald B. Rubin and Neal Thomas -- Causal inference in retrospective studies / Paul W. Holland and Donald B. Rubin -- The design of the New York School Choice Scholarships Program evaluation / Jennifer L. Hill, Donald B. Rubin, and Neal Thomas -- Estimating and using propensity scores with partially missing data / Ralph B. D'Agostino, Jr., and Donald B. Rubin -- Using propensity scores to help design observational studies : application to the tobacco litigation / Donald B. Rubin -- Criminality in XYY and XXY men / Herman A. Witkin, Sarnoff A. Mednick, Fini Schulsinger, Eskild Bakkestr�m, Karl O. Christiansen, Donald R. Goodenough, Kurt Hirschhorn, Claes Lundsteen, David R. Owen, John Philip, Donald B. Rubin, and Martha Stocking -- Practical implications of modes of statistical inference for causal effects and the critical role of the assignment mechanism / Donald B. Rubin -- In utero exposure to phenobarbital and intelligence deficits in adult men / June Machover Reinisch, Stephanie A. Sanders, Erik Lykke Mortensen, and Donald B. Rubin -- Estimating causal effects from large data sets using propensity scores / Donald B. Rubin -- On estimating the causal effects of DNR orders / Martin W. McIntosh and Donald B. Rubin. |
Type of Computer File or Data Note: | Text (HTML), electronic book. |
System Details Note: | Mode of access: Internet. |
Terms Governing Use and Reproduction Note: | Access requires VIU IP addresses and is restricted to VIU students, faculty and staff. Access restricted by subscription. |
Issuing Body Note: | Made available online by EBSCO. |
Source of Description Note: | Print version record. |
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Genre: | Electronic books. |