-
1
-
-
33644851650
-
Doubly Robust Estimation in Missing Data and Causal Inference Models
-
H.Bang,, J.M.Robins, (2005), Doubly Robust Estimation in Missing Data and Causal Inference Models, Biometrics, 61, 962–972.
-
(2005)
Biometrics
, vol.61
, pp. 962-972
-
-
Bang, H.1
Robins, J.M.2
-
2
-
-
69249196484
-
Improving Efficiency and Robustness of the Doubly Robust Estimator for a Population Mean With Incomplete Data
-
W.H.Cao,, A.A.Tsiatis,, M.Davidian, (2009), Improving Efficiency and Robustness of the Doubly Robust Estimator for a Population Mean With Incomplete Data, Biometrika, 96, 723–734.
-
(2009)
Biometrika
, vol.96
, pp. 723-734
-
-
Cao, W.H.1
Tsiatis, A.A.2
Davidian, M.3
-
3
-
-
9544228424
-
The Effectiveness of Right Heart Catheterization in the Initial Care of Critically Ill Patients
-
A.F.Connors,, T.Speroff,, N.V.Dawson,, C.Thomas,, F.E.Harrell,, D.Wagner,, N.Desbiens,, L.Goldman,, A.W.Wu,, R.M.Califf,, J.F.William,, H.Vidaillet,, S.Broste,, P.Bellamy,, L.Joanne,, W.A.Knaus, (1996), The Effectiveness of Right Heart Catheterization in the Initial Care of Critically Ill Patients, Journal of the American Medical Association, 276, 889–897.
-
(1996)
Journal of the American Medical Association
, vol.276
, pp. 889-897
-
-
Connors, A.F.1
Speroff, T.2
Dawson, N.V.3
Thomas, C.4
Harrell, F.E.5
Wagner, D.6
Desbiens, N.7
Goldman, L.8
Wu, A.W.9
Califf, R.M.10
William, J.F.11
Vidaillet, H.12
Broste, S.13
Bellamy, P.14
Joanne, L.15
Knaus, W.A.16
-
4
-
-
0007153970
-
Local Ancillarity,
-
D.R.Cox, (1980), Local Ancillarity, Biometrika, 67, 279–286.
-
(1980)
Biometrika
, vol.67
, pp. 279-286
-
-
Cox, D.R.1
-
5
-
-
53849091324
-
Estimation of Controlled Direct Effects,
-
Series B
-
S.Goetgeluk,, S.Vansteelandt,, E.Goetghebeur, (2008), Estimation of Controlled Direct Effects, Journal of the Royal Statistical Society, Series B, 70, 1049–1066.
-
(2008)
Journal of the Royal Statistical Society
, vol.70
, pp. 1049-1066
-
-
Goetgeluk, S.1
Vansteelandt, S.2
Goetghebeur, E.3
-
6
-
-
0035761721
-
Estimation of Causal Effects Using Propensity Score Weighting: An Application of Data on Right Heart Catheterization
-
K.Hirano,, G.W.Imbens, (2002), Estimation of Causal Effects Using Propensity Score Weighting: An Application of Data on Right Heart Catheterization, Health Services and Outcomes Research Methodology, 2, 259–278.
-
(2002)
Health Services and Outcomes Research Methodology
, vol.2
, pp. 259-278
-
-
Hirano, K.1
Imbens, G.W.2
-
7
-
-
46249131752
-
Demystifying Double Robustness: A Comparison of Alternative Strategies for Estimating a Population Mean From Incomplete Data
-
J.D.Y.Kang,, J.L.Schafer, (2007a), 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
-
8
-
-
49749122697
-
Rejoinder: Demystifying Double Robustness: A Comparison of Alternative Strategies for Estimating a Population Mean From Incomplete Data
-
J.D.Y.Kang, (2007b), Rejoinder: Demystifying Double Robustness: A Comparison of Alternative Strategies for Estimating a Population Mean From Incomplete Data, Statistical Science, 22, 574–580.
-
(2007)
Statistical Science
, vol.22
, pp. 574-580
-
-
Kang, J.D.Y.1
-
9
-
-
84883349168
-
Providing Double Protection for Unit Nonresponse With a Nonlinear Calibration-Weighting Routine
-
P.Kott,, D.Liao, (2012), Providing Double Protection for Unit Nonresponse With a Nonlinear Calibration-Weighting Routine, Survey Research Methods, 6, 105–111.
-
(2012)
Survey Research Methods
, vol.6
, pp. 105-111
-
-
Kott, P.1
Liao, D.2
-
10
-
-
10844272276
-
Propensity Score Estimation With Boosted Regression for Evaluating Causal Efects in Observational Studies
-
D.McCaffrey,, G.Ridgeway,, A.Morral, (2004), Propensity Score Estimation With Boosted Regression for Evaluating Causal Efects in Observational Studies, Psychological Methods, 9, 403–425.
-
(2004)
Psychological Methods
, vol.9
, pp. 403-425
-
-
McCaffrey, D.1
Ridgeway, G.2
Morral, A.3
-
11
-
-
61749092099
-
Covariate Adjustment in Randomized Trials with Binary Outcomes: Targeted Maximum Likelihood Estimation
-
K.L.Moore,, M.J.van der Laan, (2009), Covariate Adjustment in Randomized Trials with Binary Outcomes: Targeted Maximum Likelihood Estimation, Statistics in Medicine, 28, 39–64.
-
(2009)
Statistics in Medicine
, vol.28
, pp. 39-64
-
-
Moore, K.L.1
van der Laan, M.J.2
-
12
-
-
70350096085
-
Large Sample Estimation and Hypothesis Testing
-
W.K.Newey,, D.McFadden, (1994), Large Sample Estimation and Hypothesis Testing, Handbook of Econometrics, 4, 2111–2245.
-
(1994)
Handbook of Econometrics
, vol.4
, pp. 2111-2245
-
-
Newey, W.K.1
McFadden, D.2
-
13
-
-
84858388722
-
Doubly Robust Intrumental Variable Regression
-
R.Okui,, D.S.Small,, Z.Tan,, J.M.Robins, (2012), Doubly Robust Intrumental Variable Regression, Statistica Sinica, 22, 173–205.
-
(2012)
Statistica Sinica
, vol.22
, pp. 173-205
-
-
Okui, R.1
Small, D.S.2
Tan, Z.3
Robins, J.M.4
-
14
-
-
49749137541
-
Comment: Demystifying Double Robustness: A Comparison of Alternative Strategies for Estimating a Population Mean for Incomplete Data
-
G.Ridgeway,, D.McCaffrey, (2007), Comment: Demystifying Double Robustness: A Comparison of Alternative Strategies for Estimating a Population Mean for Incomplete Data, Statistical Science, 22, 540–543.
-
(2007)
Statistical Science
, vol.22
, pp. 540-543
-
-
Ridgeway, G.1
McCaffrey, D.2
-
15
-
-
0001415308
-
Association, Causation, and Marginal Structural Models
-
J.M.Robins, (1999), Association, Causation, and Marginal Structural Models, Synthese, 121, 151–179.
-
(1999)
Synthese
, vol.121
, pp. 151-179
-
-
Robins, J.M.1
-
16
-
-
0033847784
-
Marginal Structural Models and Causal Inference in Epidemiology
-
J.M.Robins,, M.A.Hernán,, B.Brumback, (2000), Marginal Structural Models and Causal Inference in Epidemiology, Epidemiology, 11, 550–560.
-
(2000)
Epidemiology
, vol.11
, pp. 550-560
-
-
Robins, J.M.1
Hernán, M.A.2
Brumback, B.3
-
17
-
-
49749131886
-
Higher Order Influence Functions and Minimax Estimation of Nonliniear Functionals
-
J.Robins,, L.Li,, E.Tchetgen,, A.van der Vaart, (2008), Higher Order Influence Functions and Minimax Estimation of Nonliniear Functionals, IMS Lecture NotesMonograph Series Probability and Statistics Models: Essays in Honor of David A. Freedman, 2, 335–421.
-
(2008)
IMS Lecture NotesMonograph Series Probability and Statistics Models: Essays in Honor of David A. Freedman
, vol.2
, pp. 335-421
-
-
Robins, J.1
Li, L.2
Tchetgen, E.3
van der Vaart, A.4
-
18
-
-
0026708512
-
Estimating Exposure Effects by Modeling the Expectation of Exposure Conditional on Confounders
-
J.M.Robins,, S.D.Mark,, W.K.Newey, (1992), Estimating Exposure Effects by Modeling the Expectation of Exposure Conditional on Confounders, Biometrics, 48, 479–495.
-
(1992)
Biometrics
, vol.48
, pp. 479-495
-
-
Robins, J.M.1
Mark, S.D.2
Newey, W.K.3
-
19
-
-
0005976738
-
Inference for Semiparametric Models: Some Questions and an Answer,
-
Comment on the Bickel and Kwon Article
-
J.M.Robins,, A.Rotnitzky, (2001), Comment on the Bickel and Kwon Article, Inference for Semiparametric Models: Some Questions and an Answer, Statistica Sinica, 11, 920–936.
-
(2001)
Statistica Sinica
, vol.11
, pp. 920-936
-
-
Robins, J.M.1
Rotnitzky, A.2
-
20
-
-
84888862680
-
Estimation of Regression-Coefficients When Some Regressors are Not Always Observed
-
J.M.Robins,, A.Rotnitzky,, L.P.Zhao, (1994), Estimation of Regression-Coefficients When Some Regressors are Not Always Observed, Journal of the American Statistical Association, 89, 846–866.
-
(1994)
Journal of the American Statistical Association
, vol.89
, pp. 846-866
-
-
Robins, J.M.1
Rotnitzky, A.2
Zhao, L.P.3
-
21
-
-
46249085099
-
Comment: Performance of Double-Robust Estimators When “Inverse Probability” Weights are Highly Variable
-
J.M.Robins,, M.Sued,, Q.Lei-Gomez,, A.Rotnitzky, (2007), Comment: Performance of Double-Robust Estimators When “Inverse Probability” Weights are Highly Variable, Statistical Science, 22, 544–559.
-
(2007)
Statistical Science
, vol.22
, pp. 544-559
-
-
Robins, J.M.1
Sued, M.2
Lei-Gomez, Q.3
Rotnitzky, A.4
-
22
-
-
78651325910
-
A Note on Overadjustment in Inverse Probability Weighted Estimation
-
A.Rotnitzky,, L.L.Li,, X.C.Li, (2010), A Note on Overadjustment in Inverse Probability Weighted Estimation, Biometrika, 97, 997–1001.
-
(2010)
Biometrika
, vol.97
, pp. 997-1001
-
-
Rotnitzky, A.1
Li, L.L.2
Li, X.C.3
-
23
-
-
84861641356
-
Improved Double-Robust Estimation in Missing Data and Causal Inference Models
-
A.Rotnitzky,, Q.H.Lei,, M.Sued,, J.M.Robins, (2012), Improved Double-Robust Estimation in Missing Data and Causal Inference Models, Biometrika, 99, 439–456.
-
(2012)
Biometrika
, vol.99
, pp. 439-456
-
-
Rotnitzky, A.1
Lei, Q.H.2
Sued, M.3
Robins, J.M.4
-
24
-
-
44849123552
-
Empirical Efficiency Maximization: Improved Locally Efficient Covariate Adjustment in Randomized Experiments and Survival Analysis
-
D.B.Rubin,, M.J.van der Laan, (2008), Empirical Efficiency Maximization: Improved Locally Efficient Covariate Adjustment in Randomized Experiments and Survival Analysis, International Journal of Biostatistics, 4, 1–40.
-
(2008)
International Journal of Biostatistics
, vol.4
, pp. 1-40
-
-
Rubin, D.B.1
van der Laan, M.J.2
-
25
-
-
0442278084
-
Adjusting for Nonignorable Drop-Out Using Semiparametric Nonresponse Models
-
D.O.Scharfstein,, A.Rotnitzky,, J.M.Robins, (1999a), Adjusting for Nonignorable Drop-Out Using Semiparametric Nonresponse Models, Journal of the American Statistical Association, 94, 1096–1120.
-
(1999)
Journal of the American Statistical Association
, vol.94
, pp. 1096-1120
-
-
Scharfstein, D.O.1
Rotnitzky, A.2
Robins, J.M.3
-
26
-
-
0442278084
-
Adjusting For Nonignorable Drop-Out Using Semiparametric Nonresponse Models Rejoinder
-
D.O.Scharfstein, (1999b), Adjusting For Nonignorable Drop-Out Using Semiparametric Nonresponse Models Rejoinder, Journal of the American Statistical Association, 94, 1135–1146.
-
(1999)
Journal of the American Statistical Association
, vol.94
, pp. 1135-1146
-
-
Scharfstein, D.O.1
-
27
-
-
33846066470
-
A Distributional Approach for Causal Inference Using Propensity Scores
-
Z.Tan, (2006), A Distributional Approach for Causal Inference Using Propensity Scores, Journal of the American Statistical Association, 101, 1619–1637.
-
(2006)
Journal of the American Statistical Association
, vol.101
, pp. 1619-1637
-
-
Tan, Z.1
-
28
-
-
49749139766
-
Comment: Understanding OR, PS and DR
-
Z.Tan, (2007), Comment: Understanding OR, PS and DR, Statistical Science, 22, 560–568.
-
(2007)
Statistical Science
, vol.22
, pp. 560-568
-
-
Tan, Z.1
-
29
-
-
77955858058
-
Bounded, Efficient and Doubly Robust Estimation With Inverse Weighting
-
Z.Tan, (2010), Bounded, Efficient and Doubly Robust Estimation With Inverse Weighting, Biometrika, 97, 661–682.
-
(2010)
Biometrika
, vol.97
, pp. 661-682
-
-
Tan, Z.1
-
30
-
-
80052288237
-
On Protected Estimation of an Odds Ratio Model With Missing Binary Exposure and Confounders
-
E.J.Tchetgen Tchetgen,, A.Rotnitzky, (2011), On Protected Estimation of an Odds Ratio Model With Missing Binary Exposure and Confounders, Biometrika, 98, 749–754.
-
(2011)
Biometrika
, vol.98
, pp. 749-754
-
-
Tchetgen Tchetgen, E.J.1
Rotnitzky, A.2
-
31
-
-
84866738183
-
Semiparametric Theory for Causal Mediation Analysis: Efficiency Bounds, Multiple Robustness, and Sensitivity Analysis
-
E.J.Tchetgen Tchetgen,, I.Shpitser, (2012), Semiparametric Theory for Causal Mediation Analysis: Efficiency Bounds, Multiple Robustness, and Sensitivity Analysis, The Annals of Statistics, 40, 1816–1845.
-
(2012)
The Annals of Statistics
, vol.40
, pp. 1816-1845
-
-
Tchetgen Tchetgen, E.J.1
Shpitser, I.2
-
33
-
-
49749117134
-
Comment: Demystifying Double Robustness: A Comparison of Alternative Strategies for Estimating a Population Mean From Incomplete Data
-
A.A.Tsiatis,, M.Davidian, (2007), Comment: Demystifying Double Robustness: A Comparison of Alternative Strategies for Estimating a Population Mean From Incomplete Data, Statistical Science, 22,569–573.
-
(2007)
Statistical Science
, vol.22
, pp. 569-573
-
-
Tsiatis, A.A.1
Davidian, M.2
-
34
-
-
79959330030
-
Improved Doubly Robust Estimation When Data are Monotonely Coarsened, With Application to Longitudinal Studies With Dropout
-
A.A.Tsiatis,, M.Davidian,, W.Cao, (2011), Improved Doubly Robust Estimation When Data are Monotonely Coarsened, With Application to Longitudinal Studies With Dropout, Biometrics, 67, 536–545.
-
(2011)
Biometrics
, vol.67
, pp. 536-545
-
-
Tsiatis, A.A.1
Davidian, M.2
Cao, W.3
-
35
-
-
53849093809
-
Covariate Adjustment for Two-Sample Treatment Comparisons in Randomized Clinical Trials: A Principled yet Flexible Approach
-
A.A.Tsiatis,, M.Davidian,, M.Zhang,, X.Lu, (2008), Covariate Adjustment for Two-Sample Treatment Comparisons in Randomized Clinical Trials: A Principled yet Flexible Approach, Statistics in Medicine, 27, 4658–4677.
-
(2008)
Statistics in Medicine
, vol.27
, pp. 4658-4677
-
-
Tsiatis, A.A.1
Davidian, M.2
Zhang, M.3
Lu, X.4
-
36
-
-
84902511137
-
Targeted Estimation of Nuisance Parameters to Obtain Valid Statistical Inference
-
M.J.van der Laan, (2014), Targeted Estimation of Nuisance Parameters to Obtain Valid Statistical Inference, International Journal of Biostatistics, 10, 29–57.
-
(2014)
International Journal of Biostatistics
, vol.10
, pp. 29-57
-
-
van der Laan, M.J.1
-
37
-
-
77953150321
-
Collaborative Double Robust Targeted Maximum Likelihood Estimation,
-
M.J.van der Laan,, S.Gruber, (2010), Collaborative Double Robust Targeted Maximum Likelihood Estimation, International Journal of Biostatistics, 6. doi: 10.2202/1557-4679.1181
-
(2010)
International Journal of Biostatistics
, vol.6
-
-
van der Laan, M.J.1
Gruber, S.2
-
39
-
-
79953903665
-
On Model Selection and Model Misspecification in Causal Inference
-
S.Vansteelandt,, M.Bekaert,, G.Claeskens, (2012), On Model Selection and Model Misspecification in Causal Inference, Statistical Methods in Medical Research, 21, 7–30.
-
(2012)
Statistical Methods in Medical Research
, vol.21
, pp. 7-30
-
-
Vansteelandt, S.1
Bekaert, M.2
Claeskens, G.3
-
40
-
-
74549153431
-
Multiply Robust Inference for Statistical Interactions
-
S.Vansteelandt,, T.J.Vanderweele,, E.J.Tchetgen,, J.M.Robins, (2008), Multiply Robust Inference for Statistical Interactions, Journal of the American Statistical Association, 103, 1693–1704.
-
(2008)
Journal of the American Statistical Association
, vol.103
, pp. 1693-1704
-
-
Vansteelandt, S.1
Vanderweele, T.J.2
Tchetgen, E.J.3
Robins, J.M.4
|