Causal Inference from Complex Longitudinal Data

Causal Inference from Complex Longitudinal Data (1997)

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by James M. Robins

Venue:	LECTURE NOTES IN STATISTICS (120
Citations:	48 - 9 self

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@INPROCEEDINGS{Robins97causalinference,
    author = {James M. Robins},
    title = {Causal Inference from Complex Longitudinal Data},
    booktitle = {LECTURE NOTES IN STATISTICS (120},
    year = {1997},
    pages = {69--117},
    publisher = {Springer-Verlag, Inc}
}

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Citations

546	The central role of the propensity score in observational studies for causal effects. Biometrika - Rosenbaum, DB
175	TS: A theory of inferred causation - Pearl, Verma
132	Causal diagrams for empirical research - Pearl - 1994
112	A new approach to causal inference in mortality studies with sustained exposure periods: Application to control of the healthy worker survivor effect - Robins - 1986
102	Bayesian inference for causal effects: The role of randomization - Rubin - 1978
54	The analysis of randomized and non-randomized aids treatment trials using a new approach to causal inference in longitudinal studies - Robins - 1989
52	Probabilistic evaluation of sequential plans from causal models with hidden variables - Pearl, Robins - 1995
28	The consequences of adjustment for a concomitant variable that has been affected by the treatment - Rosenbaum - 1990
22	Wulfsohn M. G-estimation of the effect of prophylaxis therapy for pneumocystis carinii pneumonia on the survival of aids patients. Epidemiology - Robins, Blevins, et al. - 1992
21	Advanced Calculus - Loomis, Sternberg - 1968
15	Estimation of the time-dependent accelerated failure time model in the presence of confounding factors - Robins - 1992
14	Correcting for non-compliance in randomized trials using structural nested mean models - Robins - 1994
8	Addendum to "A new approach to causal inference in mortality studies with sustained exposure periods - Application to control of the healthy worker survivor eect - Robins - 1987
6	Conditional Permutation Tests and the Propensity Score in Observational - Rosenbaum - 1984
4	Analytic methods for estimating HIV-treatment and cofactor effects,In - Robins - 1993
2	Estimating the Causal Effect of a Time-varying Treatment on Survival using Structural Nested Failure Time Models,(To appear, Statistica Neederlandica - Robins - 1995
2	Discussion of "Causal Diagrams for empirical research - Robins - 1995
2	Causal effects of dynamic policies - Robins, Pearl - 1996
2	Parameterizations of directed acyclic graphs for the estimation of overall and direct effects of multiple treatments - Robins, Wasserman - 1996
1	Survival models and martingale dynamics (with discussion - Arias - 1989
1	Some measure theoretic aspects of causal models. (In preparation - Gill, Robins - 1996
1	Reader reaction: Confounding in epidemiologic studies - Holland - 1989
1	Correcting for non-compliance in bioequivalence trials - Robins - 1998