-
1
-
-
34249863765
-
The performance of different propensity score methods for estimating marginal odds ratios
-
Austin, P. C., 2007. " The Performance of Different Propensity Score Methods for Estimating Marginal Odds Ratios." Statistics in Medicine 26 (16): 3078-94.
-
(2007)
Statistics in Medicine
, vol.26
, Issue.16
, pp. 3078-3094
-
-
Austin, P.C.1
-
2
-
-
79958704133
-
An introduction to propensity score methods for reducing the effects of confounding in observational studies
-
Austin, P. C., 2011. " An Introduction to Propensity Score Methods for Reducing the Effects of Confounding in Observational Studies." Multivariate Behavioural Research 46 (3): 399-424.
-
(2011)
Multivariate Behavioural Research
, vol.46
, Issue.3
, pp. 399-424
-
-
Austin, P.C.1
-
3
-
-
84879839205
-
Squeezing the balloon: Propensity scores and unmeasured covariate balance
-
Brooks, J. M., and, R. L. Ohsfeldt,. 2013. " Squeezing the Balloon: Propensity Scores and Unmeasured Covariate Balance." Health Service Research 48 (4): 1487-507.
-
(2013)
Health Service Research
, vol.48
, Issue.4
, pp. 1487-1507
-
-
Brooks, J.M.1
Ohsfeldt, R.L.2
-
4
-
-
0041626110
-
Comparison of logistic regression versus propensity score when the number of events is low and there are multiple confounders
-
Cepeda, M. S., R. Boston, J. T. Farrar, and, B. L. Strom,. 2003. " Comparison of Logistic Regression Versus Propensity Score When the Number of Events Is Low and There Are Multiple Confounders." American Journal of Epidemiology 158 (3): 280-7.
-
(2003)
American Journal of Epidemiology
, vol.158
, Issue.3
, pp. 280-287
-
-
Cepeda, M.S.1
Boston, R.2
Farrar, J.T.3
Strom, B.L.4
-
5
-
-
51749124303
-
Constructing inverse probability weights for marginal structural models
-
Cole, S. R., and, M. A. Hernán,. 2008. " Constructing Inverse Probability Weights for Marginal Structural Models." American Journal of Epidemiology 168 (6): 656-64.
-
(2008)
American Journal of Epidemiology
, vol.168
, Issue.6
, pp. 656-664
-
-
Cole, S.R.1
Hernán, M.A.2
-
6
-
-
84555170650
-
Apples and oranges? Interpretations of risk adjustment and instrumental variable estimates of intended treatment effects using observational data
-
Fang, G., J. M. Brooks, and, E. A. Chrischilles,. 2012. " Apples and Oranges? Interpretations of Risk Adjustment and Instrumental Variable Estimates of Intended Treatment Effects Using Observational Data." American Journal of Epidemiology 175 (1): 60-5.
-
(2012)
American Journal of Epidemiology
, vol.175
, Issue.1
, pp. 60-65
-
-
Fang, G.1
Brooks, J.M.2
Chrischilles, E.A.3
-
7
-
-
33645210305
-
Indications for propensity scores and review of their use in pharmacoepidemiology
-
Glynn, R. J., S. Schneeweiss, and, T. Stürmer,. 2006. " Indications for Propensity Scores and Review of Their Use in Pharmacoepidemiology." Basic & Clinical Pharmacology & Toxicology 98 (3): 253-9.
-
(2006)
Basic & Clinical Pharmacology & Toxicology
, vol.98
, Issue.3
, pp. 253-259
-
-
Glynn, R.J.1
Schneeweiss, S.2
Stürmer, T.3
-
8
-
-
0002864224
-
Confounding and collapsibility in causal inference
-
Greenland, S., J. M. Robins, and, J. Pearl,. 1999. " Confounding and Collapsibility in Causal Inference." Statistical Science 14 (1): 29-46.
-
(1999)
Statistical Science
, vol.14
, Issue.1
, pp. 29-46
-
-
Greenland, S.1
Robins, J.M.2
Pearl, J.3
-
9
-
-
0033839024
-
Marginal structural models to estimate the causal effect of zidovudine on the survival of hiv-positive men
-
Hernán, M. Á., B. Brumback, and, J. M. Robins,. 2000. " Marginal Structural Models to Estimate the Causal Effect of Zidovudine on the Survival of HIV-Positive Men." Epidemiology 11 (5): 561-70.
-
(2000)
Epidemiology
, vol.11
, Issue.5
, pp. 561-570
-
-
Hernán, M.Á.1
Brumback, B.2
Robins, J.M.3
-
10
-
-
44649182793
-
Discussion of research using propensity score matching: Comments on 'a critical appraisal of propensity score matching in the medical literature between 1996 and 2003' by peter austin, statistics in medicine
-
Hill, J., 2008. " Discussion of Research Using Propensity Score Matching: Comments on 'A Critical Appraisal of Propensity Score Matching in the Medical Literature between 1996 and 2003' by Peter Austin, Statistics in Medicine." Statistics in Medicine 27 (12): 2055-61.
-
(2008)
Statistics in Medicine
, vol.27
, Issue.12
, pp. 2055-2061
-
-
Hill, J.1
-
11
-
-
34249885738
-
Matching as non-parametric pre-processing for reducing model dependence in parametric causal inference
-
Ho, D. E., K. Imai, G. King, and, E. A. Stuart,. 2007. " Matching as Non-parametric Pre-processing for Reducing Model Dependence in Parametric Causal Inference." Political Analysis 15 (3): 199-236.
-
(2007)
Political Analysis
, vol.15
, Issue.3
, pp. 199-236
-
-
Ho, D.E.1
Imai, K.2
King, G.3
Stuart, E.A.4
-
12
-
-
70449397203
-
On the use of propensity scores in principal causal effect estimation
-
Jo, B., and, E. A. Stuart,. 2009. " On the Use of Propensity Scores in Principal Causal Effect Estimation." Statistics in Medicine 28 (23): 2857-75.
-
(2009)
Statistics in Medicine
, vol.28
, Issue.23
, pp. 2857-2875
-
-
Jo, B.1
Stuart, E.A.2
-
13
-
-
53349127165
-
Systematic differences in treatment effect estimates between propensity score methods and logistic regression
-
Martens, E. P., W. R. Pestman, A. de Boer, S. V. Belitser, and, O. H. Klungel,. 2008. " Systematic Differences in Treatment Effect Estimates between Propensity Score Methods and Logistic Regression." International Journal of Epidemiology 37 (5): 1142-7.
-
(2008)
International Journal of Epidemiology
, vol.37
, Issue.5
, pp. 1142-1147
-
-
Martens, E.P.1
Pestman, W.R.2
De Boer, A.3
Belitser, S.V.4
Klungel, O.H.5
-
14
-
-
84862907581
-
Diagnosing and responding to violations in the positivity assumption
-
Petersen, M. L., K. E. Porter, S. Gruber, Y. Wang, and, M. J. van der Laan,. 2010. " Diagnosing and Responding to Violations in the Positivity Assumption." Statistical Methods in Medical Research 21 (1): 31-54.
-
(2010)
Statistical Methods in Medical Research
, vol.21
, Issue.1
, pp. 31-54
-
-
Petersen, M.L.1
Porter, K.E.2
Gruber, S.3
Wang, Y.4
Van Der Laan, M.J.5
-
15
-
-
84856034091
-
Using high-dimensional propensity scores to automate confounding control in a distributed medical product safety surveillance system
-
Rassen, J. A., and, S. Schneeweiss,. 2012. " Using High-Dimensional Propensity Scores to Automate Confounding Control in a Distributed Medical Product Safety Surveillance System." Pharmacoepidemiology and Drug Safety 21 (S1): 41-9.
-
(2012)
Pharmacoepidemiology and Drug Safety
, vol.21
, Issue.S1
, pp. 41-49
-
-
Rassen, J.A.1
Schneeweiss, S.2
-
16
-
-
84860597391
-
One-to-many propensity score matching in cohort studies
-
Rassen, J. A., A. A. Shelat, J. Myers, R. J. Glynn, K. J. Rothman, and, S. Schneeweiss,. 2012. " One-to-Many Propensity Score Matching in Cohort Studies." Pharmacoepidemiology and Drug Safety 21 (S2): 69-80.
-
(2012)
Pharmacoepidemiology and Drug Safety
, vol.21
, Issue.S2
, pp. 69-80
-
-
Rassen, J.A.1
Shelat, A.A.2
Myers, J.3
Glynn, R.J.4
Rothman, K.J.5
Schneeweiss, S.6
-
17
-
-
0033847784
-
Marginal structural models and causal inference in epidemiology
-
Robins, J. M., M. A. Hernán, and, B. Brumback,. 2000. " Marginal Structural Models and Causal Inference in Epidemiology." Epidemiology 11 (5): 550-60.
-
(2000)
Epidemiology
, vol.11
, Issue.5
, pp. 550-560
-
-
Robins, J.M.1
Hernán, M.A.2
Brumback, B.3
-
18
-
-
33645217214
-
Propensity score
-
In, 2nd Edition, edited by P. Armitage, and T. Colton, Boston, MA: Wiley
-
Rosenbaum, P. R., 2005. " Propensity Score." In Encyclopaedia of Biostatistics, 2nd Edition, edited by, P. Armitage, and, T. Colton, pp. 4267-72. Boston, MA: Wiley.
-
(2005)
Encyclopaedia of Biostatistics
, pp. 4267-4272
-
-
Rosenbaum, P.R.1
-
19
-
-
77951622706
-
The central role of the propensity score in observational studies for causal effects
-
Rosenbaum, P. R., and, D. B. Rubin,. 1983. " The Central Role of the Propensity Score in Observational Studies for Causal Effects." Biometrika 70 (1): 41-55.
-
(1983)
Biometrika
, vol.70
, Issue.1
, pp. 41-55
-
-
Rosenbaum, P.R.1
Rubin, D.B.2
-
20
-
-
84949193513
-
Reducing bias in observational studies using subclassification on the propensity score
-
Rosenbaum, P. R., D. B. Rubin, 1984. " Reducing Bias in Observational Studies Using Subclassification on the Propensity Score." Journal of the American Statistical Association 79 (387): 516-24.
-
(1984)
Journal of the American Statistical Association
, vol.79
, Issue.387
, pp. 516-524
-
-
Rosenbaum, P.R.1
Rubin, D.B.2
-
21
-
-
0017133178
-
Inference and missing data
-
(with Discussion and Reply)
-
Rubin, D. B., 1976. " Inference and Missing Data." Biometrika 63 (3): 581-92. (with Discussion and Reply).
-
(1976)
Biometrika
, vol.63
, Issue.3
, pp. 581-592
-
-
Rubin, D.B.1
-
22
-
-
0001599001
-
Assignment to treatment group on the basis of a covariate
-
Printer's correction note 3, 384
-
Rubin, D. B., 1977. " Assignment to Treatment Group on the Basis of a Covariate." Journal of Educational Statistics 2 (1): 1-26. Printer's correction note 3, 384.
-
(1977)
Journal of Educational Statistics
, vol.2
, Issue.1
, pp. 1-26
-
-
Rubin, D.B.1
-
23
-
-
67651042983
-
High-dimensional propensity score adjustment in studies of treatment effects using health care claims data
-
Sebastian, S., A. R. Jeremy, R. J. Glynn, J. Avorn, H. Mogun, and, M. A. Brookhart,. 2009. " High-Dimensional Propensity Score Adjustment in Studies of Treatment Effects Using Health Care Claims Data." Epidemiology 20 (4): 512-22.
-
(2009)
Epidemiology
, vol.20
, Issue.4
, pp. 512-522
-
-
Sebastian, S.1
Jeremy, A.R.2
Glynn, R.J.3
Avorn, J.4
Mogun, H.5
Brookhart, M.A.6
-
24
-
-
18844452973
-
Propensity score methods gave similar results to traditional regression modelling in observational studies: A systematic review
-
Shah, B. R., A. Laupacis, J. E. Hux, and, P. C. Austin,. 2005. " Propensity Score Methods Gave Similar Results to Traditional Regression Modelling in Observational Studies: A Systematic Review." Journal of Clinical Epidemiology 58 (6): 550-9.
-
(2005)
Journal of Clinical Epidemiology
, vol.58
, Issue.6
, pp. 550-559
-
-
Shah, B.R.1
Laupacis, A.2
Hux, J.E.3
Austin, P.C.4
-
25
-
-
33750470800
-
Insights into different results from different causal contrasts in the presence of effect-measure modification
-
Stürmer, T., K. J. Rothman, and, R. J. Glynn,. 2006. " Insights into Different Results from Different Causal Contrasts in the Presence of Effect-Measure Modification." Pharmacoepidemiology and Drug Safety 15 (10): 698-709.
-
(2006)
Pharmacoepidemiology and Drug Safety
, vol.15
, Issue.10
, pp. 698-709
-
-
Stürmer, T.1
Rothman, K.J.2
Glynn, R.J.3
-
26
-
-
24144477605
-
Adjusting effect estimates for unmeasured confounding with validation data using propensity score calibration
-
Stürmer, T., S. Schneeweiss, J. Avorn, and, R. J. Glynn,. 2005. " Adjusting Effect Estimates for Unmeasured Confounding with Validation Data Using Propensity Score Calibration." American Journal of Epidemiology 162 (3): 279-89.
-
(2005)
American Journal of Epidemiology
, vol.162
, Issue.3
, pp. 279-289
-
-
Stürmer, T.1
Schneeweiss, S.2
Avorn, J.3
Glynn, R.J.4
-
27
-
-
33645226210
-
A review of the application of propensity score methods yielded increasing use, advantages in specific settings, but not substantially different estimates compared with conventional multivariable methods
-
Stürmer, T., M. Joshi, R. J. Glynn, J. Avorn, K. J. Rothman, and, S. Schneeweiss,. 2006. " A Review of the Application of Propensity Score Methods Yielded Increasing Use, Advantages in Specific Settings, but Not Substantially Different Estimates Compared with Conventional Multivariable Methods." Journal of Clinical Epidemiology 59 (5): 437-47.
-
(2006)
Journal of Clinical Epidemiology
, vol.59
, Issue.5
, pp. 437-447
-
-
Stürmer, T.1
Joshi, M.2
Glynn, R.J.3
Avorn, J.4
Rothman, K.J.5
Schneeweiss, S.6
-
28
-
-
77949377342
-
Invited commentary: Positivity in practice
-
discussion 678-81
-
Westreich, D., and, S. R. Cole,. 2010. " Invited Commentary: Positivity in Practice." American Journal of Epidemiology 171 (6): 674-7. discussion 678-81.
-
(2010)
American Journal of Epidemiology
, vol.171
, Issue.6
, pp. 674-677
-
-
Westreich, D.1
Cole, S.R.2
-
29
-
-
33847635413
-
A comparison of propensity score and linear regression analysis of complex survey data
-
Zanutto, E. L., 2006. " A Comparison of Propensity Score and Linear Regression Analysis of Complex Survey Data." Journal of Data Science 4: 67-91.
-
(2006)
Journal of Data Science
, vol.4
, pp. 67-91
-
-
Zanutto, E.L.1
|