-
1
-
-
77951622706
-
The central role of the propensity score in observational studies for causal effects
-
Rosenbaum PR, Rubin DB. The central role of the propensity score in observational studies for causal effects. Biometrika 1983; 70:41-55.
-
(1983)
Biometrika
, vol.70
, pp. 41-55
-
-
Rosenbaum, P.R.1
Rubin, D.B.2
-
2
-
-
84949193513
-
Reducing bias in observational studies using subclassification on the propensity score
-
Rosenbaum PR, Rubin DB. Reducing bias in observational studies using subclassification on the propensity score. Journal of the American Statistical Association 1984; 79:516-524.
-
(1984)
Journal of the American Statistical Association
, vol.79
, pp. 516-524
-
-
Rosenbaum, P.R.1
Rubin, D.B.2
-
3
-
-
33745466638
-
A comparison of propensity score methods: A case-study estimating the effectiveness of post-AMI statin use
-
Austin PC, Mamdani MM. A comparison of propensity score methods: a case-study estimating the effectiveness of post-AMI statin use. Statistics in Medicine 2006; 25:2084-2106.
-
(2006)
Statistics in Medicine
, vol.25
, pp. 2084-2106
-
-
Austin, P.C.1
Mamdani, M.M.2
-
4
-
-
10844259913
-
Principles for modeling propensity scores in medical research: A systematic literature review
-
DOI 10.1002/pds.969
-
Weitzen S, Lapane KL, Toledano AY, Hume AL, Mor V. Principles for modeling propensity scores in medical research: a systematic literature review. Pharmacoepidemiology and Drug Safety 2004; 13:841-853. (Pubitemid 40003819)
-
(2004)
Pharmacoepidemiology and Drug Safety
, vol.13
, Issue.12
, pp. 841-853
-
-
Weitzen, S.1
Lapane, K.L.2
Toledano, A.Y.3
Hume, A.L.4
Mor, V.5
-
5
-
-
18844452973
-
Propensity score methods gave similar results to traditional regression modeling in observational studies: A systematic review
-
DOI 10.1016/j.jclinepi.2004.10.016, PII S0895435604003233
-
Shah BR, Laupacis A, Hux JE, Austin PC. Propensity score methods give similar results to traditional regression modeling in observational studies: a systematic review. Journal of Clinical Epidemiology 2005; 58:550-559. (Pubitemid 40692720)
-
(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
-
6
-
-
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
-
DOI 10.1016/j.jclinepi.2005.07.004, PII S0895435605002246
-
Stürmer T, Joshi M, Glynn RJ, Avorn J, Rothman KJ, Schneeweiss S. 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 2006; 59:437-447. (Pubitemid 44316748)
-
(2006)
Journal of Clinical Epidemiology
, vol.59
, Issue.5
-
-
Sturmer, T.1
Joshi, M.2
Glynn, R.J.3
Avorn, J.4
Rothman, K.J.5
Schneeweiss, S.6
-
7
-
-
44649173785
-
A critical appraisal of propensity score matching in the medical literature from 1996 to 2003
-
Austin PC. A critical appraisal of propensity score matching in the medical literature from 1996 to 2003. Statistics in Medicine 2008; 27:2037-2049.
-
(2008)
Statistics in Medicine
, vol.27
, pp. 2037-2049
-
-
Austin, P.C.1
-
8
-
-
35448972461
-
Propensity-score matching in the cardiovascular surgery literature from 2004 to 2006: A systematic review and suggestions for improvement
-
Austin PC. Propensity-score matching in the cardiovascular surgery literature from 2004 to 2006: a systematic review and suggestions for improvement. Journal of Thoracic and Cardiovascular Surgery 2007; 134:1128-1135.
-
(2007)
Journal of Thoracic and Cardiovascular Surgery
, vol.134
, pp. 1128-1135
-
-
Austin, P.C.1
-
9
-
-
67249139797
-
A report card on propensity-score matching in the cardiology literature from 2004 to 2006: Results of a systematic review
-
Austin PC. A report card on propensity-score matching in the cardiology literature from 2004 to 2006: results of a systematic review. Circulation: Cardiovascular Quality and Outcomes 2008; 1:62-67.
-
(2008)
Circulation: Cardiovascular Quality and Outcomes
, vol.1
, pp. 62-67
-
-
Austin, P.C.1
-
10
-
-
0035761763
-
Using propensity scores to help design observational studies: Application to the tobacco litigation
-
Rubin DB. Using propensity scores to help design observational studies: application to the tobacco litigation. Health Services and Outcomes Research Methodology 2001; 2:169-188.
-
(2001)
Health Services and Outcomes Research Methodology
, vol.2
, pp. 169-188
-
-
Rubin, D.B.1
-
11
-
-
10844272375
-
On principles for modeling propensity scores in medical research
-
Rubin DB. On principles for modeling propensity scores in medical research. Pharmacoepidemiology and Drug Safety 2004; 13:855-857.
-
(2004)
Pharmacoepidemiology and Drug Safety
, vol.13
, pp. 855-857
-
-
Rubin, D.B.1
-
12
-
-
34249885738
-
Matching as nonparametric preprocessing for reducing model dependence in parametric causal inference
-
Ho DE, Imai K, King G, Stuart EA. Matching as nonparametric preprocessing for reducing model dependence in parametric causal inference. Political Analysis 2007; 15:199-236.
-
(2007)
Political Analysis
, vol.15
, pp. 199-236
-
-
Ho, D.E.1
Imai, K.2
King, G.3
Stuart, E.A.4
-
13
-
-
33646120305
-
Missed opportunities in the secondary prevention of myocardial infarction: An assessment of the effects of statin underprescribing on mortality
-
Austin PC, Mamdani MM, Juurlink DN, Alter DA, Tu JV. Missed opportunities in the secondary prevention of myocardial infarction: an assessment of the effects of statin underprescribing on mortality. American Heart Journal 2006; 151:969-975.
-
(2006)
American Heart Journal
, vol.151
, pp. 969-975
-
-
Austin, P.C.1
Mamdani, M.M.2
Juurlink, D.N.3
Alter, D.A.4
Tu, J.V.5
-
15
-
-
34250613098
-
A comparison of classification and regression trees, logistic regression, generalized additive models, and multivariate adaptive regression splines for predicting AMI mortality
-
Austin PC. A comparison of classification and regression trees, logistic regression, generalized additive models, and multivariate adaptive regression splines for predicting AMI mortality. Statistics in Medicine 2007; 26:2937-2957.
-
(2007)
Statistics in Medicine
, vol.26
, pp. 2937-2957
-
-
Austin, P.C.1
-
16
-
-
9644273139
-
-
Institute for Clinical Evaluative Sciences: Toronto, Ontario
-
Tu JV, Donovan LR, Lee DS, Austin PC, Ko DT, Wang JT, Newman AM. Quality of Cardiac Care in Ontario. Institute for Clinical Evaluative Sciences: Toronto, Ontario, 2004.
-
(2004)
Quality of Cardiac Care in Ontario
-
-
Tu, J.V.1
Donovan, L.R.2
Lee, D.S.3
Austin, P.C.4
Ko, D.T.5
Wang, J.T.6
Newman, A.M.7
-
17
-
-
33846842327
-
A comparison of the ability of different propensity score models to balance measured variables between treated and untreated subjects: A Monte Carlo study
-
DOI 10.1002/sim.2580
-
Austin PC, Grootendorst P, Anderson GM. A comparison of the ability of different propensity score models to balance measured variables between treated and untreated subjects: a Monte Carlo study. Statistics in Medicine 2007; 26:734-753. (Pubitemid 46206593)
-
(2007)
Statistics in Medicine
, vol.26
, Issue.4
, pp. 734-753
-
-
Austin, P.C.1
Grootendorst, P.2
Anderson, G.M.3
-
18
-
-
60849116685
-
Some methods of propensity-score matching had superior performance to others: Results of an empirical investigation and Monte Carlo simulations
-
Austin PC. Some methods of propensity-score matching had superior performance to others: results of an empirical investigation and Monte Carlo simulations. Biometrical Journal 2009; 51:171-184.
-
(2009)
Biometrical Journal
, vol.51
, pp. 171-184
-
-
Austin, P.C.1
-
19
-
-
0035906308
-
The CONSORT statement: Revised recommendations for improving the quality of reports of parallel-group randomized trials
-
Moher D, Schulz KF, Altman D for the CONSORT Group. The CONSORT statement: revised recommendations for improving the quality of reports of parallel-group randomized trials. Journal of the American Medical Association 2001; 285:1787-1991. (Pubitemid 32366951)
-
(2001)
Journal of the American Medical Association
, vol.285
, Issue.15
, pp. 1987-1991
-
-
Moher, D.1
Schulz, K.F.2
Altman, D.3
-
20
-
-
0035901579
-
The revised CONSORT statement for reporting randomized trials: Explanation and elaboration
-
Altman DG, Schulz KF, Moher D, Egger M, Davidoff F, Elbourne D, Gotzsche PC, Lang T for the CONSORT Group. The revised CONSORT statement for reporting randomized trials: explanation and elaboration. Annals of Internal Medicine 2001; 134:663-694. (Pubitemid 32322245)
-
(2001)
Annals of Internal Medicine
, vol.134
, Issue.8
, pp. 663-694
-
-
Lepage, L.1
Altman, D.G.2
Schulz, K.F.3
Moher, D.4
Egger, M.5
Davidoff, F.6
Elbourne, D.7
Gotzsche, P.C.8
Lang, T.9
-
21
-
-
84865349347
-
Standard distance in univariate and multivariate analysis
-
Flury BK, Riedwyl H. Standard distance in univariate and multivariate analysis. The American Statistician 1986; 40:249-251.
-
(1986)
The American Statistician
, vol.40
, pp. 249-251
-
-
Flury, B.K.1
Riedwyl, H.2
-
22
-
-
84945581878
-
Constructing a control group using multivariate matched sampling methods that incorporate the propensity score
-
Rosenbaum PR, Rubin DB. Constructing a control group using multivariate matched sampling methods that incorporate the propensity score. The American Statistician 1985; 39:33-38.
-
(1985)
The American Statistician
, vol.39
, pp. 33-38
-
-
Rosenbaum, P.R.1
Rubin, D.B.2
-
23
-
-
0035044501
-
Validating recommendations for coronary angiography following acute myocardial infarction in the elderly: A matched analysis using propensity scores
-
DOI 10.1016/S0895-4356(00)00321-8, PII S0895435600003218
-
Normand SLT, Landrum MB, Guadagnoli E, Ayanian JZ, Ryan TJ, Cleary PD, McNeil BJ. Validating recommendations for coronary angiography following an acute myocardial infarction in the elderly: a matched analysis using propensity scores. Journal of Clinical Epidemiology 2001; 54:387-398. (Pubitemid 32303462)
-
(2001)
Journal of Clinical Epidemiology
, vol.54
, Issue.4
, pp. 387-398
-
-
Normand, S.-L.T.1
Landrum, M.B.2
Guadagnoli, E.3
Ayanian, J.Z.4
Ryan, T.J.5
Cleary, P.D.6
McNeil, B.J.7
-
24
-
-
33750357033
-
Outcomes in ambulatory chronic systolic and diastolic heart failure: A propensity score analysis
-
DOI 10.1016/j.ahj.2006.06.020, PII S0002870306005266
-
Ahmed A, Perry GJ, Fleg JL, Love TE, Goff Jr DC, Kitzman DW. Outcomes in ambulatory chronic systolic and diastolic heart failure: a propensity score analysis. American Heart Journal 2006; 152:956-966. (Pubitemid 44632948)
-
(2006)
American Heart Journal
, vol.152
, Issue.5
, pp. 956-966
-
-
Ahmed, A.1
Perry, G.J.2
Fleg, J.L.3
Love, T.E.4
Goff Jr., D.C.5
Kitzman, D.W.6
-
25
-
-
33745683669
-
Heart failure, chronic diuretic use, and increase in mortality and hospitalization: An observational study using propensity score methods
-
DOI 10.1093/eurheartj/ehi890
-
Ahmed A, Husain A, Love TE, Gambassi G, Dell'Italia LJ, Francis GS, Gheorghiade M, Allman RM, Meleth S, Bourge RC. Heart failure, chronic diuretic use, and increase in mortality and hospitalization: an observational study using propensity score methods. European Heart Journal 2006; 27:1431-1439. (Pubitemid 43998077)
-
(2006)
European Heart Journal
, vol.27
, Issue.12
, pp. 1431-1439
-
-
Ahmed, A.1
Husain, A.2
Love, T.E.3
Gambassi, G.4
Dell'Italia, L.J.5
Francis, G.S.6
Gheorghiade, M.7
Allman, R.M.8
Meleth, S.9
Bourge, R.C.10
-
28
-
-
67249097811
-
Type I error rates, coverage of confidence intervals, and variance estimation in propensity-score matched analyses
-
Article 13
-
Austin PC. Type I error rates, coverage of confidence intervals, and variance estimation in propensity-score matched analyses. The International Journal of Biostatistics 2009; 5(1):Article 13.
-
(2009)
The International Journal of Biostatistics
, vol.5
, Issue.1
-
-
Austin, P.C.1
-
34
-
-
17244379268
-
Weaknesses of goodness-of-fit tests for evaluating propensity score models: The case of th omitted confounder
-
DOI 10.1002/pds.986
-
Weitzen S, Lapane KL, Toledano AY, Hume AL, Mor V. Weaknesses of goodness-of-fit tests for evaluating propensity score models: the case of the omitted confounder. Pharmacoepidemiology and Drug Safety 2005; 14:227-238. (Pubitemid 40528852)
-
(2005)
Pharmacoepidemiology and Drug Safety
, vol.14
, Issue.4
, pp. 227-238
-
-
Weitzen, S.1
Lapane, K.L.2
Toledano, A.Y.3
Hume, A.L.4
Mor, V.5
-
35
-
-
0028101076
-
Testing for baseline balance in clinical trials
-
Senn S. Testing for baseline balance in clinical trials. Statistics in Medicine 1994; 13:1715-1726. (Pubitemid 24284854)
-
(1994)
Statistics in Medicine
, vol.13
, Issue.17
, pp. 1715-1726
-
-
Senn, S.1
-
36
-
-
0024583836
-
Covariate imbalance and random allocation in clinical trials
-
Senn SJ. Covariate imbalance and random allocation in clinical trials. Statistics in Medicine 1989; 8:467-475.
-
(1989)
Statistics in Medicine
, vol.8
, pp. 467-475
-
-
Senn, S.J.1
-
37
-
-
0025892414
-
Baseline comparisons in randomized clinical trials
-
Altman DG, Dore CJ. Baseline comparisons in randomized clinical trials. Statistics in Medicine 1991; 10:797-802.
-
(1991)
Statistics in Medicine
, vol.10
, pp. 797-802
-
-
Altman, D.G.1
Dore, C.J.2
-
38
-
-
0021073461
-
Designs for experiments. Parallel comparisons of treatment
-
Lavori PW, Louis TA, Bailar III JC, Polansky M. Designs for experiments - parallel comparisons of treatment. New England Journal of Medicine 1983; 309:1291-1298. (Pubitemid 14201585)
-
(1983)
New England Journal of Medicine
, vol.309
, Issue.21
, pp. 1291-1299
-
-
Lavori, P.W.1
Louis, T.A.2
Bailar III, J.C.3
Polansky, M.4
-
39
-
-
77956891487
-
Biased estimates of treatment effect in randomized experiments with nonlinear regressions and omitted covariates
-
Gail MH, Wieand S, Piantadosi S. Biased estimates of treatment effect in randomized experiments with nonlinear regressions and omitted covariates. Biometrika 1984; 7:431-444.
-
(1984)
Biometrika
, vol.7
, pp. 431-444
-
-
Gail, M.H.1
Wieand, S.2
Piantadosi, S.3
-
40
-
-
72749123968
-
Handling of baseline covariates in randomized controlled trials: A review of trials published in leading medical journals
-
DOI: 10.1016/j.jclinepi.2009.06.002
-
Austin PC, Zwarenstein M, Manca A, Juurlink DN, Stanbrook MB. Handling of baseline covariates in randomized controlled trials: a review of trials published in leading medical journals. Journal of Clinical Epidemiology, DOI: 10.1016/j.jclinepi.2009.06.002.
-
Journal of Clinical Epidemiology
-
-
Austin, P.C.1
Zwarenstein, M.2
Manca, A.3
Juurlink, D.N.4
Stanbrook, M.B.5
-
41
-
-
0001945410
-
Down with odds ratios! for publication
-
Sackett DL. Down with odds ratios! for publication. Evidence-Based Medicine 1996; 1:164-166.
-
(1996)
Evidence-Based Medicine
, vol.1
, pp. 164-166
-
-
Sackett, D.L.1
-
42
-
-
33845873384
-
A deficiency of the odds ratio as a measure of effect size
-
DOI 10.1002/sim.2683
-
Newcombe RG. A deficiency of the odds ratio as a measure of effect size. Statistics in Medicine 2006; 25:4235-4240. (Pubitemid 46023768)
-
(2006)
Statistics in Medicine
, vol.25
, Issue.24
, pp. 4235-4240
-
-
Newcombe, R.G.1
-
43
-
-
0036740882
-
Odds ratio, relative risk, absolute risk reduction, and the number needed to treat - Which of these should we use?
-
Schechtman E. Odds ratio, relative risk, absolute risk reduction, and the number needed to treat - which of these should we use? Value in Health 2002; 5:431-436.
-
(2002)
Value in Health
, vol.5
, pp. 431-436
-
-
Schechtman, E.1
-
44
-
-
0028908929
-
The number needed to treat: A clinically useful measure of treatment effect
-
Cook RJ, Sackett DL. The number needed to treat: a clinically useful measure of treatment effect. British Medical Journal 1995; 310:452-454.
-
(1995)
British Medical Journal
, vol.310
, pp. 452-454
-
-
Cook, R.J.1
Sackett, D.L.2
-
45
-
-
0028903054
-
Basis statistics for clinicians 3: Assessing the effects of treatment: measures of association
-
Jaeschke R, Guyatt G, Shannon H, Walter S, Cook D, Heddle N. Basis statistics for clinicians 3: assessing the effects of treatment: measures of association. Canadian Medical Association Journal 1995; 152:351-357.
-
(1995)
Canadian Medical Association Journal
, vol.152
, pp. 351-357
-
-
Jaeschke, R.1
Guyatt, G.2
Shannon, H.3
Walter, S.4
Cook, D.5
Heddle, N.6
-
46
-
-
0028018289
-
Clinically useful measures of effect in binary analyses of randomized trials
-
Sinclair JC, Bracken MB. Clinically useful measures of effect in binary analyses of randomized trials. Journal of Clinical Epidemiology 1994; 47:881-889.
-
(1994)
Journal of Clinical Epidemiology
, vol.47
, pp. 881-889
-
-
Sinclair, J.C.1
Bracken, M.B.2
-
47
-
-
59649108931
-
Assessing balance in baseline covariates when using many-to-one matching on the propensity-score
-
Austin PC. Assessing balance in baseline covariates when using many-to-one matching on the propensity-score. Pharmacoepidemiology and Drug Safety 2008; 17:1218-1225.
-
(2008)
Pharmacoepidemiology and Drug Safety
, vol.17
, pp. 1218-1225
-
-
Austin, P.C.1
|