-
1
-
-
84861203069
-
-
Marginal structural models versus structural nested models as tools for causal inference. AAAI Technical Report, Symposium on prospects for a common sense theory of causation, Stanford, CA
-
Robins JM. Marginal structural models versus structural nested models as tools for causal inference. AAAI Technical Report, Symposium on prospects for a common sense theory of causation, Stanford, CA, 1998.
-
(1998)
-
-
Robins, J.M.1
-
2
-
-
0033847784
-
Marginal structural models and causal inference in epidemiology
-
Robins JM, Hernan MA, Brumback B. Marginal structural models and causal inference in epidemiology. Epidemiology 2000; 11(5):550-560.
-
(2000)
Epidemiology
, vol.11
, Issue.5
, pp. 550-560
-
-
Robins, J.M.1
Hernan, M.A.2
Brumback, B.3
-
5
-
-
51249121190
-
Ambient ozone concentrations cause increased hospitalizations for asthma in children: an 18-year study in Southern California
-
Moore K, Neugebauer R, Lurmann F, Hall J, Brajer V, Alcorn S, Tager I. Ambient ozone concentrations cause increased hospitalizations for asthma in children: an 18-year study in Southern California. Environmental Health Perspectives 2008; 116(8):1063-1070.
-
(2008)
Environmental Health Perspectives
, vol.116
, Issue.8
, pp. 1063-1070
-
-
Moore, K.1
Neugebauer, R.2
Lurmann, F.3
Hall, J.4
Brajer, V.5
Alcorn, S.6
Tager, I.7
-
6
-
-
46149139403
-
A new approach to causal inference in mortality studies with a sustained exposure period-application to control of the healthy worker survivor effect
-
Mathematical models in medicine: diseases and epidemics, Part 2.
-
Robins JM. A new approach to causal inference in mortality studies with a sustained exposure period-application to control of the healthy worker survivor effect. Mathematical Modelling 1986; 7(9-12):1393-1512. Mathematical models in medicine: diseases and epidemics, Part 2.
-
(1986)
Mathematical Modelling
, vol.7
, Issue.9-12
, pp. 1393-1512
-
-
Robins, J.M.1
-
7
-
-
0023203075
-
A graphical approach to the identification and estimation of causal parameters in mortality studies with sustained exposure periods
-
Robins JM. A graphical approach to the identification and estimation of causal parameters in mortality studies with sustained exposure periods. Journal of Chronic Disease 1987; 40:139S-161S.
-
(1987)
Journal of Chronic Disease
, vol.40
-
-
Robins, J.M.1
-
8
-
-
84861193349
-
-
Robust estimation in sequentially ignorable missing data and causal inference models. Proceedings of the american statistical association, American Statistical Association: Alexandria, VA
-
Robins JM. Robust estimation in sequentially ignorable missing data and causal inference models. Proceedings of the american statistical association, American Statistical Association: Alexandria, VA, 2000.
-
(2000)
-
-
Robins, J.M.1
-
9
-
-
0005976738
-
Comment on the Bickel and Kwon article, Inference for semiparametric models: some questions and an answer
-
Robins JM, Rotnitzky A. Comment on the Bickel and Kwon article, Inference for semiparametric models: some questions and an answer. Statistica Sinica 2001; 11(4):920-936.
-
(2001)
Statistica Sinica
, vol.11
, Issue.4
, pp. 920-936
-
-
Robins, J.M.1
Rotnitzky, A.2
-
12
-
-
84861193352
-
-
Diagnosing bias in the inverse probability of treatment weighted estimator resulting from violation of experimental treatment assignment. Technical Report 211, Division of Biostatistics, UC Berkeley
-
Wang Y, Petersen M, Bangsberg D, vander Laan MJ. Diagnosing bias in the inverse probability of treatment weighted estimator resulting from violation of experimental treatment assignment. Technical Report 211, Division of Biostatistics, UC Berkeley, 2006.
-
(2006)
-
-
Wang, Y.1
Petersen, M.2
Bangsberg, D.3
vander Laan, M.J.4
-
13
-
-
33750699283
-
Causal effects in longitudinal studies: definition and maximum likelihood estimation
-
Neugebauer vdLMR R, van der Laan MJ. Causal effects in longitudinal studies: definition and maximum likelihood estimation. Computational Statistics & Data Analysis 2006; 51(3):1664-1675.
-
(2006)
Computational Statistics & Data Analysis
, vol.51
, Issue.3
, pp. 1664-1675
-
-
Neugebauer, V.R.1
van der Laan, M.J.2
-
14
-
-
84861195325
-
-
Causal effect models for intention to treat and realistic individualized treatment rules. Technical Report 203, Division of Biostatistics, UC Berkeley
-
vander Laan MJ. Causal effect models for intention to treat and realistic individualized treatment rules. Technical Report 203, Division of Biostatistics, UC Berkeley, 2006.
-
(2006)
-
-
vander Laan, M.J.1
-
15
-
-
33847633000
-
Causal effect models for realistic individualized treatment and intention to treat rules
-
vander Laan MJ, Petersen M. Causal effect models for realistic individualized treatment and intention to treat rules. The International Journal of Biostatistics 2007; 3(1):1-52.
-
(2007)
The International Journal of Biostatistics
, vol.3
, Issue.1
, pp. 1-52
-
-
vander Laan, M.J.1
Petersen, M.2
-
16
-
-
84861200958
-
-
Generalized marginal structural models for estimating optimal treatment regimes. Technical Report, Department of Biostatistics, Havard school of Public Health
-
Orellana L, Rotnitsky A, Robins JM. Generalized marginal structural models for estimating optimal treatment regimes. Technical Report, Department of Biostatistics, Havard school of Public Health, 2006.
-
(2006)
-
-
Orellana, L.1
Rotnitsky, A.2
Robins, J.M.3
-
17
-
-
53849122359
-
Estimation and extrapolation of optimal treatment and testing strategies
-
Robins JM, Orellana L, Rotnitzky A. Estimation and extrapolation of optimal treatment and testing strategies. Statistics in medicine 2008; 27(23):4678-4721.
-
(2008)
Statistics in medicine
, vol.27
, Issue.23
, pp. 4678-4721
-
-
Robins, J.M.1
Orellana, L.2
Rotnitzky, A.3
-
18
-
-
84861195326
-
-
Estimating the effect of vigorous physical activity on mortality in the elderly based on realistic individualized treatment and intention-to-treat rules. Technical Report 217, Division of Biostatistics, UC Berkeley
-
Bembom O, vander Laan M. Estimating the effect of vigorous physical activity on mortality in the elderly based on realistic individualized treatment and intention-to-treat rules. Technical Report 217, Division of Biostatistics, UC Berkeley, 2007.
-
(2007)
-
-
Bembom, O.1
vander Laan, M.2
-
19
-
-
84861183608
-
-
Construction of counterfactuals and the g-computation formula. Technical Report 122, Division of Biostatistics, UC Berkeley
-
Yu Z, vander Laan MJ. Construction of counterfactuals and the g-computation formula. Technical Report 122, Division of Biostatistics, UC Berkeley, 2002.
-
(2002)
-
-
Yu, Z.1
vander Laan, M.J.2
-
20
-
-
84861195327
-
-
Locally efficient estimation of nonparametric causal effects on mean outcomes in longitudinal studies. Technical Report 134, Division of Biostatistics, UC Berkeley
-
Neugebauer R, vander Laan MJ. Locally efficient estimation of nonparametric causal effects on mean outcomes in longitudinal studies. Technical Report 134, Division of Biostatistics, UC Berkeley, 2003.
-
(2003)
-
-
Neugebauer, R.1
vander Laan, M.J.2
-
21
-
-
51749124303
-
Constructing inverse probability weights for marginal structural models
-
Cole SR, Hernan MA. Constructing inverse probability weights for marginal structural models. American Journal of Epidemiology 2008; 168:656-664.
-
(2008)
American Journal of Epidemiology
, vol.168
, pp. 656-664
-
-
Cole, S.R.1
Hernan, M.A.2
-
22
-
-
84861200959
-
-
Data-adaptive selection of the truncation level for inverse-probability-of-treatment-weighted estimators. Technical Report 230, Division of Biostatistics, UC Berkeley
-
Bembom O, vander Laan MJ. Data-adaptive selection of the truncation level for inverse-probability-of-treatment-weighted estimators. Technical Report 230, Division of Biostatistics, UC Berkeley, 2008.
-
(2008)
-
-
Bembom, O.1
vander Laan, M.J.2
-
23
-
-
84861200960
-
-
Data-adaptive selection of the adjustment set in variable importance estimation. Technical Report 231, Division of Biostatistics, UC Berkeley
-
Bembom O, vander Laan MJ. Data-adaptive selection of the adjustment set in variable importance estimation. Technical Report 231, Division of Biostatistics, UC Berkeley, 2008.
-
(2008)
-
-
Bembom, O.1
vander Laan, M.J.2
-
24
-
-
33645219055
-
Partially marginal structural models for causal inference. (abstract)
-
Joffe M, Santanna J, Feldman H. Partially marginal structural models for causal inference. (abstract). American Journal of Epidemiology 2001; 153((Suppl)):S261.
-
(2001)
American Journal of Epidemiology
, vol.153
, Issue.SUPPL.
-
-
Joffe, M.1
Santanna, J.2
Feldman, H.3
-
27
-
-
0034655583
-
Bayesian inference for a generalized population attributable fraction: the impact of early vitamin A levels on chronic lung disease in very low birthweight infants
-
Graham P. Bayesian inference for a generalized population attributable fraction: the impact of early vitamin A levels on chronic lung disease in very low birthweight infants. Statistics in Medicine 2000; 19(7):937-956.
-
(2000)
Statistics in Medicine
, vol.19
, Issue.7
, pp. 937-956
-
-
Graham, P.1
-
28
-
-
84861183609
-
-
Analyzing sequentially randomized trials based on causal effect models for realistic individualized treatment rules. Technical Report 216, Division of Biostatistics, UC Berkeley
-
Bembom O, vander Laan M. Analyzing sequentially randomized trials based on causal effect models for realistic individualized treatment rules. Technical Report 216, Division of Biostatistics, UC Berkeley, 2007.
-
(2007)
-
-
Bembom, O.1
vander Laan, M.2
-
29
-
-
79955422390
-
When to initiate combined antiretroviral therapy to reduce mortality and AIDS-defining illness in HIV-infected persons in developed countries: an observational study
-
HIV-CAUSAL Collaboration
-
HIV-CAUSAL Collaboration. When to initiate combined antiretroviral therapy to reduce mortality and AIDS-defining illness in HIV-infected persons in developed countries: an observational study. Annals of Internal Medicine 2011; 154:509-515.
-
(2011)
Annals of Internal Medicine
, vol.154
, pp. 509-515
-
-
-
30
-
-
18544371304
-
The deletion/substitution/addition algorithm in loss function based estimation: applications in genomics
-
Sinisi S, vander Laan MJ. The deletion/substitution/addition algorithm in loss function based estimation: applications in genomics. Statistical Applications in Genetics and Molecular Biology 2004; 3(1):1-38.
-
(2004)
Statistical Applications in Genetics and Molecular Biology
, vol.3
, Issue.1
, pp. 1-38
-
-
Sinisi, S.1
vander Laan, M.J.2
-
32
-
-
84861183607
-
-
Unified cross-validation methodology for selection among estimators and a general cross-validated adaptive finite sieve estimator: finite sample results, oracle inequalities, and examples. Technical Report 130, Division of Biostatistics, UC Berkeley
-
vander Laan MJ, Dudoit S. Unified cross-validation methodology for selection among estimators and a general cross-validated adaptive finite sieve estimator: finite sample results, oracle inequalities, and examples. Technical Report 130, Division of Biostatistics, UC Berkeley, 2003.
-
(2003)
-
-
vander Laan, M.J.1
Dudoit, S.2
-
33
-
-
26644446561
-
Asymptotics of cross-validated risk estimation in estimator selection and performance assessment
-
Dudoit S, vander Laan MJ. Asymptotics of cross-validated risk estimation in estimator selection and performance assessment. Statistical Methodology 2005; 2:131-154.
-
(2005)
Statistical Methodology
, vol.2
, pp. 131-154
-
-
Dudoit, S.1
vander Laan, M.J.2
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