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1
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46149139403
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A new approach to causal inference in mortality studies with sustained exposure periods - Application to control of the healthy worker survivor effect
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Robins, J. M. 'A new approach to causal inference in mortality studies with sustained exposure periods - application to control of the healthy worker survivor effect', Mathematical Modelling, 7, 1393-1512 (1986).
-
(1986)
Mathematical Modelling
, vol.7
, pp. 1393-1512
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-
Robins, J.M.1
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2
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-
0023592958
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Addendum to "A new approach to causal inference in mortality studies with sustained exposure periods - Application to control of the healthy worker survivor effect."
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Robins, J. M. 'Addendum to "A new approach to causal inference in mortality studies with sustained exposure periods - application to control of the healthy worker survivor effect."', Computers and Mathematics with Applications, 14, 923-945 (1987).
-
(1987)
Computers and Mathematics with Applications
, vol.14
, pp. 923-945
-
-
Robins, J.M.1
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3
-
-
0002596470
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The analysis of randomized and non-randomized AIDS treatment trials using a new approach to causal inference in longitudinal studies
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Sechrest, L., Freeman, H., Mulley, A. (eds), NCHSR, U.S. Public Health Service
-
Robins, J. M. 'The analysis of randomized and non-randomized AIDS treatment trials using a new approach to causal inference in longitudinal studies', in Sechrest, L., Freeman, H., Mulley, A. (eds), Health Service Research Methodology: A Focus on AIDS, NCHSR, U.S. Public Health Service, 1989, pp. 113-159.
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(1989)
Health Service Research Methodology: A Focus on AIDS
, pp. 113-159
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-
Robins, J.M.1
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4
-
-
0001015983
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Correcting for non-compliance in randomized trials using rank-preserving structural failure time models
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Robins, J. M. and Tsiatis, A. 'Correcting for non-compliance in randomized trials using rank-preserving structural failure time models', Communications in Statistics, 20, 2609-2631 (1991).
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(1991)
Communications in Statistics
, vol.20
, pp. 2609-2631
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-
Robins, J.M.1
Tsiatis, A.2
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5
-
-
0001425735
-
Recovery of information and adjustment for dependent censoring using surrogate markers
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Jewell, N., Dietz, K., Farewell, V. (eds.), Birkhäuser, Boston, MA
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Robins, J. M. and Rotnitzky, A. 'Recovery of information and adjustment for dependent censoring using surrogate markers', in Jewell, N., Dietz, K., Farewell, V. (eds.), AIDS Epidemiology - Methodological Issues, Birkhäuser, Boston, MA, 1992, pp. 297-331.
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(1992)
AIDS Epidemiology - Methodological Issues
, pp. 297-331
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Robins, J.M.1
Rotnitzky, A.2
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6
-
-
0000608132
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Estimation of the time-dependent accelerated failure time model in the presence of confounding factors
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Robins, J. M. 'Estimation of the time-dependent accelerated failure time model in the presence of confounding factors', Biometrika, 79, 321-334 (1992).
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(1992)
Biometrika
, vol.79
, pp. 321-334
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-
Robins, J.M.1
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7
-
-
0002903432
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Information recovery and bias adjustment in proportional hazards regression analysis of randomized trials using surrogate markers
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Robins, J. M. 'Information recovery and bias adjustment in proportional hazards regression analysis of randomized trials using surrogate markers', Proceedings of the Biopharmaceutical Section, American Statistical Association, 24-33 (1993).
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(1993)
Proceedings of the Biopharmaceutical Section, American Statistical Association
, pp. 24-33
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-
Robins, J.M.1
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8
-
-
0000858866
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Analytic methods for estimating HIV treatment and cofactor effects
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Ostrow, D. G. and Kessler, R. (eds), Plenum Publishing, New York
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Robins, J. M. 'Analytic methods for estimating HIV treatment and cofactor effects', in Ostrow, D. G. and Kessler, R. (eds), Methodological Issues of AIDS Mental Health Research, Plenum Publishing, New York, 1993, pp. 213-290.
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(1993)
Methodological Issues of AIDS Mental Health Research
, pp. 213-290
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-
Robins, J.M.1
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9
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0027275180
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Estimating the causal effect of smoking cessation in the presence of confounding factors using a rank preserving structural failure time model
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Mark, S. D. and Robins, J. M. 'Estimating the causal effect of smoking cessation in the presence of confounding factors using a rank preserving structural failure time model', Statistics in Medicine, 12, 1605-1628 (1993).
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(1993)
Statistics in Medicine
, vol.12
, pp. 1605-1628
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-
Mark, S.D.1
Robins, J.M.2
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10
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0027536734
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A method for the analysis of randomized trials with compliance information: An application to the multiple risk factor intervention trial
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Mark, S. D. and Robins, J. M. 'A method for the analysis of randomized trials with compliance information: An application to the multiple risk factor intervention trial', Controlled Clinical Trials, 14, 79-97 (1993).
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(1993)
Controlled Clinical Trials
, vol.14
, pp. 79-97
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Mark, S.D.1
Robins, J.M.2
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11
-
-
21844517537
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Adjusting for differential rates of PCP prophylaxis in high- versus low-dose AZT treatment arms in an AIDS randomized trial
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Robins, J. M. and Greenland, S. 'Adjusting for differential rates of PCP prophylaxis in high-versus low-dose AZT treatment arms in an AIDS randomized trial', Journal of the American Statistical Association, 89, 737-749 (1994).
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(1994)
Journal of the American Statistical Association
, vol.89
, pp. 737-749
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Robins, J.M.1
Greenland, S.2
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12
-
-
84972969037
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Correcting for non-compliance in randomized trials using structural nested mean models
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Robins, J. M. 'Correcting for non-compliance in randomized trials using structural nested mean models', Communications in Statistics, 23, 2379-2412 (1994).
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(1994)
Communications in Statistics
, vol.23
, pp. 2379-2412
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-
Robins, J.M.1
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13
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-
84950421496
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Analysis of semiparametric regression models for repeated outcomes in the presence of missing data
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Robins, J. M., Rotnitzky, A. and Zhao, L.-P. 'Analysis of semiparametric regression models for repeated outcomes in the presence of missing data', Journal of the American Statistical Association, 90, 106-121 (1995).
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(1995)
Journal of the American Statistical Association
, vol.90
, pp. 106-121
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Robins, J.M.1
Rotnitzky, A.2
Zhao, L.-P.3
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14
-
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21844487694
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Semiparametric efficiency in multivanate regression models with missing data
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Robins, J. M. and Rotnitzky, A. 'Semiparametric efficiency in multivanate regression models with missing data', Journal of the American Statistical Association, 90, 122-129 (1995).
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(1995)
Journal of the American Statistical Association
, vol.90
, pp. 122-129
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-
Robins, J.M.1
Rotnitzky, A.2
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15
-
-
33846673844
-
Semiparametric regression estimation in the presence of dependent censoring
-
Rotnitzky, A. and Robins, J. M. 'Semiparametric regression estimation in the presence of dependent censoring', Biometrika, 82, 805-820 (1995).
-
(1995)
Biometrika
, vol.82
, pp. 805-820
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-
Rotnitzky, A.1
Robins, J.M.2
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16
-
-
0346880128
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Identification of causal effects using instrumental variables
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Angrist, J. D., Imbens, G. W. and Rubin, D. B. 'Identification of causal effects using instrumental variables', Journal of the American Statistical Association, 91, 444-455 (1995).
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(1995)
Journal of the American Statistical Association
, vol.91
, pp. 444-455
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-
Angrist, J.D.1
Imbens, G.W.2
Rubin, D.B.3
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17
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0000989469
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Alternative methods for evaluating the impact of interventions
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Heckman, J. J. and Singer, B. (eds), Cambridge University Press, London
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Heckman, J. J. and Robb, R. 'Alternative methods for evaluating the impact of interventions', in Heckman, J. J. and Singer, B. (eds), Longitudinal Analysis of Labor Market Data, Cambridge University Press, London, 1985, pp. 156-246.
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(1985)
Longitudinal Analysis of Labor Market Data
, pp. 156-246
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-
Heckman, J.J.1
Robb, R.2
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18
-
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0027090197
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Statistical handling of drop-outs in longitudinal clinical trials
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Heyting, A., Tolboom, J. T. B. M. and Essers, J. G. A. 'Statistical handling of drop-outs in longitudinal clinical trials', Statistics in Medicine, 11, 2043-2062 (1992).
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(1992)
Statistics in Medicine
, vol.11
, pp. 2043-2062
-
-
Heyting, A.1
Tolboom, J.T.B.M.2
Essers, J.G.A.3
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19
-
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0024389396
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Simultaneous equation estimation in a clinical trial of the effect of smoking on birth weight
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Permutt, T. and Hebel, J. R. 'Simultaneous equation estimation in a clinical trial of the effect of smoking on birth weight', Biometrics, 45, 619-622 (1989).
-
(1989)
Biometrics
, vol.45
, pp. 619-622
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-
Permutt, T.1
Hebel, J.R.2
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20
-
-
0026643893
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G-estimation of the effect of prophylaxis therapy for pneumocystis carinii pneumonia on the survival of AIDS patients
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Robins, J. M., Blevins, D., Ritter, G. and Wulfsohn, M. 'G-estimation of the effect of prophylaxis therapy for pneumocystis carinii pneumonia on the survival of AIDS patients', Epidemiology, 3, 319-336 (1992).
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(1992)
Epidemiology
, vol.3
, pp. 319-336
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-
Robins, J.M.1
Blevins, D.2
Ritter, G.3
Wulfsohn, M.4
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21
-
-
0038908775
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-
Technical Report R-199-J, University of California, Los Angeles, Computer Science Department
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Balke, A. and Pearl, J. 'Non-parametric bounds on causal effects from partial compliance data', Technical Report R-199-J, University of California, Los Angeles, Computer Science Department, 1994.
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(1994)
Non-parametric Bounds on Causal Effects from Partial Compliance Data
-
-
Balke, A.1
Pearl, J.2
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22
-
-
77951622706
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The central role of the propensity score in observational studies for causal effects
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Rosenbaum, P. R. and Rubin, D. B. 'The central role of the propensity score in observational studies for causal effects', Biometrika, 70, 41-55 (1983).
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(1983)
Biometrika
, vol.70
, pp. 41-55
-
-
Rosenbaum, P.R.1
Rubin, D.B.2
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24
-
-
0002531157
-
Bayesian inference for causal effects: The role of randomization
-
Rubin, D. B. 'Bayesian inference for causal effects: the role of randomization', Annals of Statistics, 6, 34-58 (1978).
-
(1978)
Annals of Statistics
, vol.6
, pp. 34-58
-
-
Rubin, D.B.1
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25
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85011121514
-
Comment: The estimation of global average treatment effects using instrumental variables
-
Robins, J. M. and Greenland, S. 'Comment: The estimation of global average treatment effects using instrumental variables', Journal of the American Statistical Association, 91, 456-458 (1996).
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(1996)
Journal of the American Statistical Association
, vol.91
, pp. 456-458
-
-
Robins, J.M.1
Greenland, S.2
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26
-
-
0005937072
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Discussion of "Causal diagrams for empirical research" by J. Pearl
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Robins, J. M. 'Discussion of "Causal diagrams for empirical research" by J. Pearl', Biometrika, 82, 695-698 (1995).
-
(1995)
Biometrika
, vol.82
, pp. 695-698
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-
Robins, J.M.1
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27
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-
0031014354
-
Analysis of semiparametric regression models with non-ignorable non-response
-
Rotnitzky, A. and Robins, J. M. 'Analysis of semiparametric regression models with non-ignorable non-response', Statistics in Medicine, 16, 81-102 (1997).
-
(1997)
Statistics in Medicine
, vol.16
, pp. 81-102
-
-
Rotnitzky, A.1
Robins, J.M.2
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29
-
-
84950425783
-
Multiplicative models and cohort analysis
-
Breslow, N. E., Lubin, J. H., Marek, P. and Langholtz, B. 'Multiplicative models and cohort analysis', Journal of the American Statistical Association, 78, 1-12 (1983).
-
(1983)
Journal of the American Statistical Association
, vol.78
, pp. 1-12
-
-
Breslow, N.E.1
Lubin, J.H.2
Marek, P.3
Langholtz, B.4
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30
-
-
0026708512
-
Estimating exposure effects by modelling the expectation of exposure conditional on confounders
-
Robins, J. M., Mark, S. D. and Newey, W. K. 'Estimating exposure effects by modelling the expectation of exposure conditional on confounders', Biometrics, 48, 479-495 (1992).
-
(1992)
Biometrics
, vol.48
, pp. 479-495
-
-
Robins, J.M.1
Mark, S.D.2
Newey, W.K.3
-
31
-
-
0000187261
-
Survival models in martingale dynamics
-
Arjas, E. 'Survival models in martingale dynamics (with discussion)', Scandinavian Journal of Statistics, 15, 177-225 (1989).
-
(1989)
Scandinavian Journal of Statistics
, vol.15
, pp. 177-225
-
-
Arjas, E.1
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34
-
-
2642600381
-
Estimation of the causal effect of a time-varying exposure on the marginal mean of a repeated binary outcome
-
submitted
-
Robins, J. M., Greenland, S. and Hu, F.-C. 'Estimation of the causal effect of a time-varying exposure on the marginal mean of a repeated binary outcome', submitted Journal of the American Statistical Association, Applications and Case Studies (1997).
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(1997)
Journal of the American Statistical Association, Applications and Case Studies
-
-
Robins, J.M.1
Greenland, S.2
Hu, F.-C.3
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35
-
-
0025968778
-
On estimating efficacy from clinical trials
-
Sommer, A. and Zeger, S. 'On estimating efficacy from clinical trials', Statistics in Medicine, 10, 45-52 (1991).
-
(1991)
Statistics in Medicine
, vol.10
, pp. 45-52
-
-
Sommer, A.1
Zeger, S.2
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36
-
-
0001815275
-
Causal inference from complex longitudinal data
-
Berkane, M. (ed.), Springer Verlag, New York
-
Robins, J. M. 'Causal inference from complex longitudinal data', in Berkane, M. (ed.), Latent Variable Modeling and Applications to Causality, Lecture Notes in Statistics (120), Springer Verlag, New York, 1997, pp. 69-117.
-
(1997)
Latent Variable Modeling and Applications to Causality, Lecture Notes in Statistics
, Issue.120
, pp. 69-117
-
-
Robins, J.M.1
-
37
-
-
0002324387
-
Semiparametric efficiency bounds
-
Newey, W. K. 'Semiparametric efficiency bounds', Journal of Applied Econometrics, 5, 99-135 (1990).
-
(1990)
Journal of Applied Econometrics
, vol.5
, pp. 99-135
-
-
Newey, W.K.1
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38
-
-
0003962285
-
-
Johns Hopkins University Press, Baltimore, MD
-
Bickel, P. J., Klaassen, C. A. J., Ritov, Y. and Wellner, J. A. Efficient and Adaptive Inference in Semiparametric Models, Johns Hopkins University Press, Baltimore, MD, 1993.
-
(1993)
Efficient and Adaptive Inference in Semiparametric Models
-
-
Bickel, P.J.1
Klaassen, C.A.J.2
Ritov, Y.3
Wellner, J.A.4
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39
-
-
0030452056
-
Analyzing non-compliance in clinical trials: Ethical imperative or mission impossible?
-
Goetghebeur, E. T. and Shapiro, S. H. 'Analyzing non-compliance in clinical trials: ethical imperative or mission impossible?', Statistics in Medicine, 15, 2813-2826 (1996).
-
(1996)
Statistics in Medicine
, vol.15
, pp. 2813-2826
-
-
Goetghebeur, E.T.1
Shapiro, S.H.2
-
41
-
-
2642654595
-
Testing and estimation of direct effects by reparameterizing directed acyclic graphs with structural nested models
-
Cooper, G. and Glymour, C. (eds), MIT/AAAI Press (to appear)
-
Robins, J. M. 'Testing and estimation of direct effects by reparameterizing directed acyclic graphs with structural nested models', in: Cooper, G. and Glymour, C. (eds), Causation and Computation, MIT/AAAI Press (1998, to appear).
-
(1998)
Causation and Computation
-
-
Robins, J.M.1
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42
-
-
2642633115
-
Marginal structural models
-
Halloran, E. (ed.), Springer-Verlag, to appear
-
Robins, J. M. 'Marginal structural models', in: Halloran, E. (ed.), Statistical Models in Epidemiology. Springer-Verlag (1997, to appear).
-
(1997)
Statistical Models in Epidemiology
-
-
Robins, J.M.1
-
43
-
-
0002121637
-
Sensitivity analysis for selection bias in missing data and causal inference problems
-
Halloran, E. (ed.), Springer-Verlag, to appear
-
Robins, J. M., Scharfstein, D. and Rotnitzky, A. 'Sensitivity analysis for selection bias in missing data and causal inference problems', in: Halloran, E. (ed.), Statistical Models in Epidemiology. Springer-Verlag (1997, to appear).
-
(1997)
Statistical Models in Epidemiology
-
-
Robins, J.M.1
Scharfstein, D.2
Rotnitzky, A.3
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