-
1
-
-
77951622706
-
The central role of the propensity score in observational studies for causal effects
-
Rosenbaum PR, Rubin DB, (1983) The central role of the propensity score in observational studies for causal effects. Biometrika 70: 41-55.
-
(1983)
Biometrika
, vol.70
, pp. 41-55
-
-
Rosenbaum, P.R.1
Rubin, D.B.2
-
2
-
-
72149119483
-
The relative ability of different propensity score methods to balance measured covariates between treated and untreated subjects in observational studies
-
Austin PC, (2009) The relative ability of different propensity score methods to balance measured covariates between treated and untreated subjects in observational studies. Med Decis Making 29: 661-677.
-
(2009)
Med Decis Making
, vol.29
, pp. 661-677
-
-
Austin, P.C.1
-
3
-
-
33748347921
-
Marijuana use and depression among adults: Testing for causal associations
-
Harder VS, Morral AR, Arkes J, (2006) Marijuana use and depression among adults: Testing for causal associations. Addiction 101: 1463-1472.
-
(2006)
Addiction
, vol.101
, pp. 1463-1472
-
-
Harder, V.S.1
Morral, A.R.2
Arkes, J.3
-
4
-
-
57149116139
-
Paternal race/ethnicity and birth outcomes
-
Ma S, (2008) Paternal race/ethnicity and birth outcomes. Am J Public Health 98: 2285-2292.
-
(2008)
Am J Public Health
, vol.98
, pp. 2285-2292
-
-
Ma, S.1
-
5
-
-
51749109139
-
The link between neighborhood poverty and health: context or composition?
-
Do DP, Finch BK, (2008) The link between neighborhood poverty and health: context or composition? Am J Epidemiol 168: 611-619.
-
(2008)
Am J Epidemiol
, vol.168
, pp. 611-619
-
-
Do, D.P.1
Finch, B.K.2
-
6
-
-
34247608145
-
New natural history of interferon-beta-treated relapsing multiple sclerosis
-
Trojano M, Pellegrini F, Fuiani A, Paolicelli D, Zipoli V, et al. (2007) New natural history of interferon-beta-treated relapsing multiple sclerosis. Ann Neurol 61: 300-306.
-
(2007)
Ann Neurol
, vol.61
, pp. 300-306
-
-
Trojano, M.1
Pellegrini, F.2
Fuiani, A.3
Paolicelli, D.4
Zipoli, V.5
-
7
-
-
77649101426
-
Clopidogrel use and clinical events after drug-eluting stent implantation: findings from the HealthCore Integrated Research Database
-
Petersen JL, Barron JJ, Hammill BG, Cziraky MJ, Anstrom KJ, et al. (2010) Clopidogrel use and clinical events after drug-eluting stent implantation: findings from the HealthCore Integrated Research Database. Am Heart J 159: 462-470 e461.
-
(2010)
Am Heart J
, vol.159
-
-
Petersen, J.L.1
Barron, J.J.2
Hammill, B.G.3
Cziraky, M.J.4
Anstrom, K.J.5
-
8
-
-
51749097176
-
Adolescent cannabis problems and young adult depression: male-female stratified propensity score analyses
-
Harder VS, Stuart EA, Anthony JC, (2008) Adolescent cannabis problems and young adult depression: male-female stratified propensity score analyses. Am J Epidemiol 168: 592-601.
-
(2008)
Am J Epidemiol
, vol.168
, pp. 592-601
-
-
Harder, V.S.1
Stuart, E.A.2
Anthony, J.C.3
-
9
-
-
77957806232
-
Matching methods for causal inference: A review and a look forward
-
Stuart EA, (2010) Matching methods for causal inference: A review and a look forward. Stat Sci 25: 1-21.
-
(2010)
Stat Sci
, vol.25
, pp. 1-21
-
-
Stuart, E.A.1
-
10
-
-
0035761763
-
Using propensity scores to help design observational studies: application to the tobacco litigation
-
Rubin DB, (2001) Using propensity scores to help design observational studies: application to the tobacco litigation. Health Services and Outcomes Research Methodology 2.
-
(2001)
Health Services and Outcomes Research Methodology
, vol.2
-
-
Rubin, D.B.1
-
11
-
-
46249131752
-
Demystifying double robustness: a comparison of alternative strategies for estimating a population mean from incomplete data
-
Kang J, Schafer J, (2007) Demystifying double robustness: a comparison of alternative strategies for estimating a population mean from incomplete data. Statistical Science 22: 523-580.
-
(2007)
Statistical Science
, vol.22
, pp. 523-580
-
-
Kang, J.1
Schafer, J.2
-
12
-
-
57749105474
-
Average causal effects from nonrandomized studies: a practical guide and simulated example
-
Schafer JL, Kang J, (2008) Average causal effects from nonrandomized studies: a practical guide and simulated example. Psychol Methods 13: 279-313.
-
(2008)
Psychol Methods
, vol.13
, pp. 279-313
-
-
Schafer, J.L.1
Kang, J.2
-
13
-
-
4243192726
-
The effect of weight trimming on nonlinear survey estimates; 1993;
-
San Francisco, CA, American Statistical Association
-
Potter FJ, The effect of weight trimming on nonlinear survey estimates; 1993; San Francisco, CA American Statistical Association.
-
-
-
Potter, F.J.1
-
15
-
-
51749124303
-
Constructing inverse probability weights for marginal structural models
-
Cole SR, Hernan MA, (2008) Constructing inverse probability weights for marginal structural models. Am J Epidemiol 168: 656-664.
-
(2008)
Am J Epidemiol
, vol.168
, pp. 656-664
-
-
Cole, S.R.1
Hernan, M.A.2
-
16
-
-
0011478644
-
Model-based alternatives to trimming survey weights
-
Elliott M, Little R, (2000) Model-based alternatives to trimming survey weights. Journal of Official Statistics 16: 191-209.
-
(2000)
Journal of Official Statistics
, vol.16
, pp. 191-209
-
-
Elliott, M.1
Little, R.2
-
17
-
-
33645210305
-
Indications for propensity scores and review of their use in pharmacoepidemiology
-
Glynn RJ, Schneeweiss S, Sturmer T, (2006) Indications for propensity scores and review of their use in pharmacoepidemiology. Basic Clin Pharmacol Toxicol 98: 253-259.
-
(2006)
Basic Clin Pharmacol Toxicol
, vol.98
, pp. 253-259
-
-
Glynn, R.J.1
Schneeweiss, S.2
Sturmer, T.3
-
18
-
-
28444464482
-
Propensity scores: an introduction and experimental test
-
Luellen JK, Shadish WR, Clark MH, (2005) Propensity scores: an introduction and experimental test. Eval Rev 29: 530-558.
-
(2005)
Eval Rev
, vol.29
, pp. 530-558
-
-
Luellen, J.K.1
Shadish, W.R.2
Clark, M.H.3
-
19
-
-
10844272276
-
Propensity score estimation with boosted regression for evaluating causal effects in observational studies
-
McCaffrey DF, Ridgeway G, Morral AR, (2004) Propensity score estimation with boosted regression for evaluating causal effects in observational studies. Psychol Methods 9: 403-425.
-
(2004)
Psychol Methods
, vol.9
, pp. 403-425
-
-
McCaffrey, D.F.1
Ridgeway, G.2
Morral, A.R.3
-
20
-
-
46349084991
-
Evaluating uses of data mining techniques in propensity score estimation: a simulation study
-
Setoguchi S, Schneeweiss S, Brookhart MA, Glynn RJ, Cook EF, (2008) Evaluating uses of data mining techniques in propensity score estimation: a simulation study. Pharmacoepidemiol Drug Saf 17: 546-555.
-
(2008)
Pharmacoepidemiol Drug Saf
, vol.17
, pp. 546-555
-
-
Setoguchi, S.1
Schneeweiss, S.2
Brookhart, M.A.3
Glynn, R.J.4
Cook, E.F.5
-
21
-
-
74749107561
-
Propensity score estimation and classification methods: alternatives to logistic regression
-
In press
-
Westreich D, Lessler J, Funk M, (In press) Propensity score estimation and classification methods: alternatives to logistic regression. Journal of Clinical Epidemiology.
-
Journal of Clinical Epidemiology
-
-
Westreich, D.1
Lessler, J.2
Funk, M.3
-
23
-
-
49749137541
-
Comment: Demystifying double robustness: a comparison of alternative strategies for estimating a population mean from incomplete data
-
Ridgeway G, McCaffrey DF, (2007) Comment: Demystifying double robustness: a comparison of alternative strategies for estimating a population mean from incomplete data. Statistical Science 22: 540-543.
-
(2007)
Statistical Science
, vol.22
, pp. 540-543
-
-
Ridgeway, G.1
McCaffrey, D.F.2
-
24
-
-
79953317443
-
Improving propensity score weighting using machine learning
-
Lee BK, Lessler J, Stuart EA, (2009) Improving propensity score weighting using machine learning. Stat Med.
-
(2009)
Stat Med
-
-
Lee, B.K.1
Lessler, J.2
Stuart, E.A.3
-
25
-
-
0035478854
-
Random Forests
-
Breiman L, (2001) Random Forests. Machine Learning 45: 5-32.
-
(2001)
Machine Learning
, vol.45
, pp. 5-32
-
-
Breiman, L.1
-
26
-
-
74749097452
-
Improving propensity score weighting using machine learning
-
Lee BK, Lessler J, Stuart EA, (2010) Improving propensity score weighting using machine learning. Stat Med 29: 337-346.
-
(2010)
Stat Med
, vol.29
, pp. 337-346
-
-
Lee, B.K.1
Lessler, J.2
Stuart, E.A.3
-
27
-
-
56749105787
-
rpart: Recursive Partitioning. R port by Brian Ripley
-
R package version 3.1-38
-
Therneau TM, Atkinson B, (2007) rpart: Recursive Partitioning. R port by Brian Ripley. R package version 3.1-38.
-
(2007)
-
-
Therneau, T.M.1
Atkinson, B.2
-
28
-
-
79958810091
-
randomForest: Breiman and Cutler's random forests for classification and regression
-
Software package (R port by Andy Liaw and Matthew Wiener)
-
Breiman L, Cutler A, (2008) randomForest: Breiman and Cutler's random forests for classification and regression. Software package (R port by Andy Liaw and Matthew Wiener).
-
(2008)
-
-
Breiman, L.1
Cutler, A.2
-
29
-
-
49749089634
-
twang: Toolkit for Weighting and Analysis of Nonequivalent Groups
-
R package version 1.0-1
-
Ridgeway G, McCaffrey DF, Morral AR, (2006) twang: Toolkit for Weighting and Analysis of Nonequivalent Groups. R package version 1.0-1.
-
(2006)
-
-
Ridgeway, G.1
McCaffrey, D.F.2
Morral, A.R.3
-
30
-
-
33644851650
-
Doubly robust estimation in missing data and causal inference models
-
Bang H, Robins JM, (2005) Doubly robust estimation in missing data and causal inference models. Biometrics 61: 962-973.
-
(2005)
Biometrics
, vol.61
, pp. 962-973
-
-
Bang, H.1
Robins, J.M.2
-
31
-
-
46249111567
-
Weighting regressions by propensity scores
-
Freedman DA, Berk RA, (2008) Weighting regressions by propensity scores. Eval Rev 32: 392-409.
-
(2008)
Eval Rev
, vol.32
, pp. 392-409
-
-
Freedman, D.A.1
Berk, R.A.2
-
32
-
-
33645236260
-
Variable selection for propensity score models
-
Brookhart MA, Schneeweiss S, Rothman KJ, Glynn RJ, Avorn J, et al. (2006) Variable selection for propensity score models. Am J Epidemiol 163: 1149-1156.
-
(2006)
Am J Epidemiol
, vol.163
, pp. 1149-1156
-
-
Brookhart, M.A.1
Schneeweiss, S.2
Rothman, K.J.3
Glynn, R.J.4
Avorn, J.5
-
33
-
-
0027717184
-
Effects of misspecification of the propensity score on estimators of treatment effect
-
Drake C, (1993) Effects of misspecification of the propensity score on estimators of treatment effect. Biometrics 49: 1231-1236.
-
(1993)
Biometrics
, vol.49
, pp. 1231-1236
-
-
Drake, C.1
-
34
-
-
85050833094
-
Model Averaging Methods for Weight Trimming
-
Elliott MR, (2008) Model Averaging Methods for Weight Trimming. J Off Stat 24: 517-540.
-
(2008)
J Off Stat
, vol.24
, pp. 517-540
-
-
Elliott, M.R.1
|