-
1
-
-
78449311648
-
Bayesian propensity score estimators
-
An, W. (2010). Bayesian propensity score estimators. Sociological Methodology, 40(1), 151-189.
-
(2010)
Sociological Methodology
, vol.40
, Issue.1
, pp. 151-189
-
-
An, W.1
-
2
-
-
44649173785
-
A critical appraisal of propensity-score matching in the medical literature between 1996 and 2003
-
Austin, P. (2007). A critical appraisal of propensity-score matching in the medical literature between 1996 and 2003. Statistics in Medicine, 27, 2037-2049.
-
(2007)
Statistics in Medicine
, vol.27
, pp. 2037-2049
-
-
Austin, P.1
-
3
-
-
77956314484
-
The performance of different propensityscore methods for estimating differences in proportions (risk differences or absolute risk reduction) in observational studies
-
Austin, P. (2010). The performance of different propensityscore methods for estimating differences in proportions (risk differences or absolute risk reduction) in observational studies. Statistics in Medicine, 29, 2137-2148.
-
(2010)
Statistics in Medicine
, vol.29
, pp. 2137-2148
-
-
Austin, P.1
-
4
-
-
72849137787
-
Local and global optimal propensity score matching
-
Paper
-
Coca-Perraillon, M. (2007). Local and global optimal propensity score matching. SUGI Global Forum 2007. Paper 185-2007.
-
(2007)
SUGI Global Forum 2007
, pp. 185-2007
-
-
Coca-Perraillon, M.1
-
7
-
-
3543135271
-
Tutorial in biostatistics: Propensity score methods for bias reduction in the comparison of a treatment to a non-randomized control group
-
D'Agostino, R.B. (1998). Tutorial in biostatistics: Propensity score methods for bias reduction in the comparison of a treatment to a non-randomized control group. Statistics in Medicine, 17, 2265-2281.
-
(1998)
Statistics in Medicine
, vol.17
, pp. 2265-2281
-
-
D'Agostino, R.B.1
-
8
-
-
46249111567
-
Weighting regressions by propensity scores
-
Freedman, D.A., & Berk, R.A. (2008). Weighting regressions by propensity scores. Evaluation Review, 32(4), 392-409.
-
(2008)
Evaluation Review
, vol.32
, Issue.4
, pp. 392-409
-
-
Freedman, D.A.1
Berk, R.A.2
-
9
-
-
0003138938
-
Comparison of multivariate matching methods: structures, distances, and algorithms
-
Gu, X. S. & Rosenbaum, P. R. (1993). Comparison of multivariate matching methods: structures, distances, and algorithms. Journal of Computational and Graphical Statistics, 2(4), 405-420.
-
(1993)
Journal of Computational and Graphical Statistics
, vol.2
, Issue.4
, pp. 405-420
-
-
Gu, X.S.1
Rosenbaum, P.R.2
-
11
-
-
77956807205
-
Propensity score techniques and the assessment of measured covariate balance to test causal associations in psychological research
-
Harder, V.S., Stuart, E. A., & Anthony, J. C. (2010). Propensity score techniques and the assessment of measured covariate balance to test causal associations in psychological research. Psychological Methods, 15(3), 234 - 249.
-
(2010)
Psychological Methods
, vol.15
, Issue.3
, pp. 234-249
-
-
Harder, V.S.1
Stuart, E.A.2
Anthony, J.C.3
-
12
-
-
33644867915
-
The scientific model of causality
-
Heckman, J.J. (2005). The scientific model of causality. Sociological Methodology, 35, 1-97.
-
(2005)
Sociological Methodology
, vol.35
, pp. 1-97
-
-
Heckman, J.J.1
-
13
-
-
1842429563
-
Nonparametric estimation of average treatment effects under exogeneity: A review
-
Imbens, G.W. (2004). Nonparametric estimation of average treatment effects under exogeneity: A review. The Review of Economics and Statistics, 86, 4-29.
-
(2004)
The Review of Economics and Statistics
, vol.86
, pp. 4-29
-
-
Imbens, G.W.1
-
14
-
-
46249131752
-
Demystifying double robustness: A comparison of alternative strategies for estimating a population mean from incomplete data
-
Kang, J. D. Y., & Schafer, J. L. (2007). Demystifying double robustness: A comparison of alternative strategies for estimating a population mean from incomplete data. Statistical Science, 22, 523-539.
-
(2007)
Statistical Science
, vol.22
, pp. 523-539
-
-
Kang, J.D.Y.1
Schafer, J.L.2
-
15
-
-
84887595191
-
-
(March). Paper presented at the 2010 annual research conference of the Society for Research on Educational Effectiveness, Washington, DC
-
Kaplan, D., & Chen, C. J. S. (2010, March). A Bayesian perspective on methodologies for drawing causal inferences in experimental and non-experimental settings. Paper presented at the 2010 annual research conference of the Society for Research on Educational Effectiveness, Washington, DC.
-
(2010)
A Bayesian perspective on methodologies for drawing causal inferences in experimental and non-experimental settings
-
-
Kaplan, D.1
Chen, C.J.S.2
-
16
-
-
56749152677
-
A comparison of propensity score estimation and adjustment methods on simulated data
-
Unpublished Dissertation, University of Memphis
-
Luellen, J.K. (2007). A comparison of propensity score estimation and adjustment methods on simulated data. Unpublished Dissertation, University of Memphis.
-
(2007)
-
-
Luellen, J.K.1
-
17
-
-
28444464482
-
Propensity scores: An introduction and experimental test
-
Luellen, J.K., Shadish, W.R., & Clark, M.H. (2005). Propensity scores: An introduction and experimental test. Evaluation Review, 29(6), 530-558.
-
(2005)
Evaluation Review
, vol.29
, Issue.6
, pp. 530-558
-
-
Luellen, J.K.1
Shadish, W.R.2
Clark, M.H.3
-
18
-
-
10844272276
-
Propensity score estimation with boosted regression for evaluating causal effects in observational studies
-
McCaffrey, D.F., Ridgeway, G., & Morral, A.R. (2004). Propensity score estimation with boosted regression for evaluating causal effects in observational studies. Psychological Methods, 9(4), 403-425.
-
(2004)
Psychological Methods
, vol.9
, Issue.4
, pp. 403-425
-
-
McCaffrey, D.F.1
Ridgeway, G.2
Morral, A.R.3
-
19
-
-
61749103209
-
Bayesian propensity score analysis for observational data
-
McCandless, L.C., Gustafson, P., & Austin, P.C. (2009). Bayesian propensity score analysis for observational data. Statistics in Medicine, 28, 94-112.
-
(2009)
Statistics in Medicine
, vol.28
, pp. 94-112
-
-
McCandless, L.C.1
Gustafson, P.2
Austin, P.C.3
-
20
-
-
0003262670
-
Reducing bias in a propensity score matched-pair sample using greedy matching techniques
-
Cary, NC: SAS Institute Inc. Retrieved from
-
Parsons, L.S. (2001). Reducing bias in a propensity score matched-pair sample using greedy matching techniques. Proceedings of the Twenty-Sixth Annual SAS Users Group International Conference, Cary, NC: SAS Institute Inc. Retrieved from: http://www2.sas.com/proceedings/sugi26/p214-26.pdf.
-
(2001)
Proceedings of the Twenty-Sixth Annual SAS Users Group International Conference
-
-
Parsons, L.S.1
-
21
-
-
46249084557
-
-
Retrieved from
-
Ridgeway, G., McCaffrey, D.F., Morral, A.R., Burgette, L., & Griffin, B.A. (2012). Toolkit for weighting and analysis of nonequivalent groups: a tutorial for the twang package. Retrieved from: http://cran.rproject. org/web/packages/twang/vignettes/twang.pdf
-
(2012)
Toolkit for weighting and analysis of nonequivalent groups: a tutorial for the twang package
-
-
Ridgeway, G.1
McCaffrey, D.F.2
Morral, A.R.3
Burgette, L.4
Griffin, B.A.5
-
22
-
-
77951622706
-
The central role of the propensity score in observational studies
-
Rosenbaum, P.R., & Rubin, D.B. (1983). The central role of the propensity score in observational studies. Biometrika, 70, 41-45.
-
(1983)
Biometrika
, vol.70
, pp. 41-45
-
-
Rosenbaum, P.R.1
Rubin, D.B.2
-
23
-
-
84949193513
-
Reducing bias in observational studies using subclassification on the propensity score
-
Rosenbaum, P.R, & Rubin, D.B. (1984). Reducing bias in observational studies using subclassification on the propensity score. Journal of the American Statistical Association, 79, 516-524.
-
(1984)
Journal of the American Statistical Association
, vol.79
, pp. 516-524
-
-
Rosenbaum, P.R.1
Rubin, D.B.2
-
24
-
-
84945581878
-
Constructing a control group using multivariate matched sampling that incorporates the propensity score
-
Rosenbaum, P. R., & Rubin, D. B. (1985). Constructing a control group using multivariate matched sampling that incorporates the propensity score. The American Statistician, 39, 33-38.
-
(1985)
The American Statistician
, vol.39
, pp. 33-38
-
-
Rosenbaum, P.R.1
Rubin, D.B.2
-
25
-
-
0030862072
-
Estimating causal effects from large data sets using propensity scores
-
Rubin, D.B. (1997). Estimating causal effects from large data sets using propensity scores. Annals of Internal Medicine, 127, 757-763.
-
(1997)
Annals of Internal Medicine
, vol.127
, pp. 757-763
-
-
Rubin, D.B.1
-
26
-
-
0035761763
-
Using propensity scores to help design observational studies: application to the tobacco litigation
-
Rubin, D.B. (2001). Using propensity scores to help design observational studies: application to the tobacco litigation. Health Services and Outcomes Research Methodology, 2, 169-188.
-
(2001)
Health Services and Outcomes Research Methodology
, vol.2
, pp. 169-188
-
-
Rubin, D.B.1
-
27
-
-
50249111771
-
Consider Propensity Scores to Compare Treatments
-
Available online
-
Rudner, LM.., & Peyton, J. (2006). Consider Propensity Scores to Compare Treatments. Practical Assessment Research & Evaluation, 11(9). Available online: http://pareonline.net/getvn.asp?v=11&n=9
-
(2006)
Practical Assessment Research & Evaluation
, vol.11
, Issue.9
-
-
Rudner, L.M.1
Peyton, J.2
-
28
-
-
69249240631
-
-
SAS., Institute, Inc. [Computer software]. Cary, NC: Author
-
SAS Institute Inc. (2008). SAS (Version 9.2) [Computer software]. Cary, NC: Author.
-
(2008)
SAS (Version 9.2)
-
-
-
29
-
-
57749105474
-
Average causal effects from nonrandomized studies: A practical guide and simulated example
-
Schafer, J.L. & Kang, J. (2008). Average causal effects from nonrandomized studies: A practical guide and simulated example. Psychological Methods, 13, 279-313.
-
(2008)
Psychological Methods
, vol.13
, pp. 279-313
-
-
Schafer, J.L.1
Kang, J.2
-
30
-
-
47249090227
-
Estimating causal effects using experimental and observational designs (report from the Governing Board of the American Educational Research Association Grants Program)
-
Washington, DC: American Educational Research Association
-
Schneider, B., Carnoy, M., Kilpatrick, J., Schmidt, W.H., & Shavelson, R. J. 2007. Estimating causal effects using experimental and observational designs (report from the Governing Board of the American Educational Research Association Grants Program), Washington, DC: American Educational Research Association.
-
(2007)
-
-
Schneider, B.1
Carnoy, M.2
Kilpatrick, J.3
Schmidt, W.H.4
Shavelson, R.J.5
-
31
-
-
0003411739
-
Experimental and quasi-experimental designs for generalized causal inference
-
Belmont, CA: Wadsworth
-
Shadish, W.R., Cook, T.D., & Campbell, D.T. (2002). Experimental and quasi-experimental designs for generalized causal inference. Belmont, CA: Wadsworth.
-
(2002)
-
-
Shadish, W.R.1
Cook, T.D.2
Campbell, D.T.3
-
32
-
-
77956791074
-
The importance of covariate selection in controlling for selection bias in observational studies
-
Steiner, P.M., Shadish, W.R., Cook, T.D., & Clark, M.H. (2010). The importance of covariate selection in controlling for selection bias in observational studies. Psychological Methods, 15(1), 250-267.
-
(2010)
Psychological Methods
, vol.15
, Issue.1
, pp. 250-267
-
-
Steiner, P.M.1
Shadish, W.R.2
Cook, T.D.3
Clark, M.H.4
-
33
-
-
34547459508
-
How close is close enough? Evaluating propensity score matching using data from a class size reduction experiment
-
Wilde, E.T., & Hollister, R. (2007). How close is close enough? Evaluating propensity score matching using data from a class size reduction experiment. Journal of Policy Analysis and Management, 26(3), 455-477.
-
(2007)
Journal of Policy Analysis and Management
, vol.26
, Issue.3
, pp. 455-477
-
-
Wilde, E.T.1
Hollister, R.2
-
34
-
-
84887584557
-
Comparing Propensity Score Methods in Balancing Covariates and Recovering Impact in Small Sample Educational Program Evaluations
-
Available online
-
Stone, Clement A. & Tang, Yun (2013). Comparing Propensity Score Methods in Balancing Covariates and Recovering Impact in Small Sample Educational Program Evaluations. Practical Assessment, Research & Evaluation, 18(13). Available online: http://pareonline.net/getvn.asp?v=18&n=13
-
(2013)
Practical Assessment Research & Evaluation
, vol.18
, Issue.13
-
-
Stone, C.A.1
Tang, Y.2
|