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Volumn 61, Issue 4, 2012, Pages 577-599

Estimating the optimal dynamic antipsychotic treatment regime: Evidence from the sequential multiple-assignment randomized Clinical Antipsychotic Trials of Intervention and Effectiveness schizophrenia study

Author keywords

Adaptive treatment strategies; Causal effects; Dynamic treatment regimes; Inverse probability weighting; Marginal structural models; Personalized medicine; Schizophrenia

Indexed keywords


EID: 84864102291     PISSN: 00359254     EISSN: 14679876     Source Type: Journal    
DOI: 10.1111/j.1467-9876.2012.01041.x     Document Type: Article
Times cited : (37)

References (47)
  • 1
    • 0036661235 scopus 로고    scopus 로고
    • Schizophrenia trials: past, present and future
    • no. 3
    • Adams, C. E. (2002) Schizophrenia trials: past, present and future. Epidem. Psichiatr. Socl, 11, no. 3, 144-151.
    • (2002) Epidem. Psichiatr. Socl , vol.11 , pp. 144-151
    • Adams, C.E.1
  • 2
    • 77949721579 scopus 로고    scopus 로고
    • Structural nested mean models for assessing time-varying effect moderation
    • Almirall, D., Ten Have, T. and Murphy, S. A. (2010) Structural nested mean models for assessing time-varying effect moderation. Biometrics, 66, 131-139.
    • (2010) Biometrics , vol.66 , pp. 131-139
    • Almirall, D.1    Ten Have, T.2    Murphy, S.A.3
  • 3
    • 77950544350 scopus 로고    scopus 로고
    • Optimal dynamic regimes: presenting a case for predictive inference
    • no. 2, article 10.
    • Arjas, E. and Saarela, O. (2010) Optimal dynamic regimes: presenting a case for predictive inference. Int. J. Biostatist., 6, no. 2, article 10.
    • (2010) Int. J. Biostatist. , vol.6
    • Arjas, E.1    Saarela, O.2
  • 4
    • 0003787146 scopus 로고
    • Princeton: Princeton University Press.
    • Bellman, R. (1957) Dynamic Programming. Princeton: Princeton University Press.
    • (1957) Dynamic Programming
    • Bellman, R.1
  • 7
    • 34347407592 scopus 로고    scopus 로고
    • Multiple imputation of discrete and continuous data by fully conditional specification
    • van Buuren, S. (2007) Multiple imputation of discrete and continuous data by fully conditional specification. Statist. Meth. Med. Res., 16, 219-242.
    • (2007) Statist. Meth. Med. Res. , vol.16 , pp. 219-242
    • van Buuren, S.1
  • 9
    • 77952041698 scopus 로고    scopus 로고
    • When to start treatment?: a systematic approach to the comparison of dynamic regimes using observational data
    • no. 2, article 18.
    • Cain, L. E., Robins, J. M., Lanoy, E., Logan, R., Costagliola, D. and Hernán, M. A. (2010) When to start treatment?: a systematic approach to the comparison of dynamic regimes using observational data. Int. J. Biostatist., 6, no. 2, article 18.
    • (2010) Int. J. Biostatist. , vol.6
    • Cain, L.E.1    Robins, J.M.2    Lanoy, E.3    Logan, R.4    Costagliola, D.5    Hernán, M.A.6
  • 10
    • 77954420461 scopus 로고    scopus 로고
    • Inference for non-regular parameters in optimal dynamic treatment regimes
    • Chakraborty, B., Murphy, S. A. and Strecher, V. (2010) Inference for non-regular parameters in optimal dynamic treatment regimes. Statist. Meth. Med. Res., 19, 317-343.
    • (2010) Statist. Meth. Med. Res. , vol.19 , pp. 317-343
    • Chakraborty, B.1    Murphy, S.A.2    Strecher, V.3
  • 11
    • 80053051294 scopus 로고    scopus 로고
    • A data augmentation method for estimating the causal effect of adherence to treatment regimens targeting control of an intermediate measure
    • Cotton, C. A. and Heagerty, P. J. (2011) A data augmentation method for estimating the causal effect of adherence to treatment regimens targeting control of an intermediate measure. Statist. Biosci., 3, 28-44.
    • (2011) Statist. Biosci. , vol.3 , pp. 28-44
    • Cotton, C.A.1    Heagerty, P.J.2
  • 12
    • 0021154534 scopus 로고
    • Quality of Life Scale: an instrument for rating the schizophrenic deficit syndrome
    • Heinrichs, D. W., Hanlon, T. E. and Carpenter, W. T. (1984) Quality of Life Scale: an instrument for rating the schizophrenic deficit syndrome. Schiz. Bull., 10, 388-398.
    • (1984) Schiz. Bull. , vol.10 , pp. 388-398
    • Heinrichs, D.W.1    Hanlon, T.E.2    Carpenter, W.T.3
  • 13
    • 78650042610 scopus 로고    scopus 로고
    • Regret-regression for optimal dynamic treatment regimes
    • Henderson, R., Ansell, P. and Alshibani, D. (2010) Regret-regression for optimal dynamic treatment regimes. Biometrics, 6, 1192-1201.
    • (2010) Biometrics , vol.6 , pp. 1192-1201
    • Henderson, R.1    Ansell, P.2    Alshibani, D.3
  • 14
    • 0033839024 scopus 로고    scopus 로고
    • Marginal structural models to estimate the causal effect of zidovudine on the survival of HIV-positive men
    • Hernán, M. A., Brumback, B. and Robins, J. M. (2000) Marginal structural models to estimate the causal effect of zidovudine on the survival of HIV-positive men. Epidemiology, 11, 561-570.
    • (2000) Epidemiology , vol.11 , pp. 561-570
    • Hernán, M.A.1    Brumback, B.2    Robins, J.M.3
  • 17
    • 0023606101 scopus 로고
    • The Positive and Negative Syndrome Scale (PANSS) for schizophrenia
    • Kay, S. R., Flazbein, A. and Opler, L. A. (1987) The Positive and Negative Syndrome Scale (PANSS) for schizophrenia. Schiz. Bull., 13, 261-276.
    • (1987) Schiz. Bull. , vol.13 , pp. 261-276
    • Kay, S.R.1    Flazbein, A.2    Opler, L.A.3
  • 18
    • 33847633000 scopus 로고    scopus 로고
    • Causal effect models for realistic individualized treatment and intention to treat rules
    • no. 1, article 3.
    • van der Laan, M. J. and Petersen, M. L. (2007) Causal effect models for realistic individualized treatment and intention to treat rules. Int. J. Biostatist., 3, no. 1, article 3.
    • (2007) Int. J. Biostatist. , vol.3
    • van der Laan, M.J.1    Petersen, M.L.2
  • 21
    • 0036192067 scopus 로고    scopus 로고
    • Estimation of survival distributions of treatment policies in two-stage randomization designs in clinical trials
    • Lunceford, J. K., Davidian, M. and Tsiatis, A. A. (2002) Estimation of survival distributions of treatment policies in two-stage randomization designs in clinical trials. Biometrics, 58, 48-57.
    • (2002) Biometrics , vol.58 , pp. 48-57
    • Lunceford, J.K.1    Davidian, M.2    Tsiatis, A.A.3
  • 22
    • 31744443145 scopus 로고    scopus 로고
    • Tardive dyskinesia in the era of typical and atypical antipsychotics, part 2: Incidence and management strategies in patients with schizophrenia
    • Margolese, H., Chouinard, G., Kolivakis, T., Beauclair, L., Miller, R. and Annable, L. (2005) Tardive dyskinesia in the era of typical and atypical antipsychotics, part 2: Incidence and management strategies in patients with schizophrenia. Can. J. Psychiatr., 50, 703-714.
    • (2005) Can. J. Psychiatr. , vol.50 , pp. 703-714
    • Margolese, H.1    Chouinard, G.2    Kolivakis, T.3    Beauclair, L.4    Miller, R.5    Annable, L.6
  • 24
    • 33947624563 scopus 로고    scopus 로고
    • Demystifying optimal dynamic treatment regimes
    • Moodie, E., Richardson, T. and Stephens, D. (2007) Demystifying optimal dynamic treatment regimes. Biometrics, 63, 447-455.
    • (2007) Biometrics , vol.63 , pp. 447-455
    • Moodie, E.1    Richardson, T.2    Stephens, D.3
  • 25
    • 0038107066 scopus 로고    scopus 로고
    • Optimal dynamic treatment regimes (with discussion)
    • Murphy, S. A. (2003) Optimal dynamic treatment regimes (with discussion). J. R. Statist. Soc. B, 65, 331-366.
    • (2003) J. R. Statist. Soc. B , vol.65 , pp. 331-366
    • Murphy, S.A.1
  • 26
    • 23244437791 scopus 로고    scopus 로고
    • A generalization error for Q-learning
    • Murphy, S. A. (2005) A generalization error for Q-learning. J. Mach. Learn. Res., 6, 1073-1097.
    • (2005) J. Mach. Learn. Res. , vol.6 , pp. 1073-1097
    • Murphy, S.A.1
  • 27
    • 72849117782 scopus 로고    scopus 로고
    • Missing values in longitudinal dietary data: a multiple imputation approach based on a fully conditional specification
    • Nevalainen, J., Kenward, M. G. and Virtanen, S. M. (2009) Missing values in longitudinal dietary data: a multiple imputation approach based on a fully conditional specification. Statist. Med., 28, 3657-3669.
    • (2009) Statist. Med. , vol.28 , pp. 3657-3669
    • Nevalainen, J.1    Kenward, M.G.2    Virtanen, S.M.3
  • 28
    • 84972526326 scopus 로고
    • On the application of probability theory to agricultural experiments: essay in principles, section 9
    • Neyman, J. (1990) On the application of probability theory to agricultural experiments: essay in principles, section 9. Statist. Sci., 5, 472-480.
    • (1990) Statist. Sci. , vol.5 , pp. 472-480
    • Neyman, J.1
  • 29
    • 77950539248 scopus 로고    scopus 로고
    • Dynamic regime marginal structural mean models for estimation of optimal dynamic treatment regimes, part I: Main content
    • ,no. 2, article 8.
    • Orellana, L., Rotnitzky, A. and Robins, J. M. (2010a) Dynamic regime marginal structural mean models for estimation of optimal dynamic treatment regimes, part I: Main content. Int. J. Biostatist., 6, no. 2, article 8.
    • (2010) Int. J. Biostatist. , vol.6
    • Orellana, L.1    Rotnitzky, A.2    Robins, J.M.3
  • 30
    • 77950539248 scopus 로고    scopus 로고
    • Dynamic regime marginal structural mean models for estimation of optimal dynamic treatment regimes, part II: Proofs and additional results
    • no. 2, article 9.
    • Orellana, L., Rotnitzky, A. and Robins, J. M. (2010b) Dynamic regime marginal structural mean models for estimation of optimal dynamic treatment regimes, part II: Proofs and additional results. Int. J. Biostatist., 6, no. 2, article 9.
    • (2010) Int. J. Biostatist. , vol.6
    • Orellana, L.1    Rotnitzky, A.2    Robins, J.M.3
  • 31
    • 34047273906 scopus 로고    scopus 로고
    • Constructing evidence-based treatment strategies using methods from computer science
    • Pineau, J., Bellemare, M. G., Rush, A. J., Ghizaru, A. and Murphy, S. A. (2007) Constructing evidence-based treatment strategies using methods from computer science. Drug Alc. Depend., 88, S52-S60.
    • (2007) Drug Alc. Depend. , vol.88
    • Pineau, J.1    Bellemare, M.G.2    Rush, A.J.3    Ghizaru, A.4    Murphy, S.A.5
  • 32
    • 46149139403 scopus 로고
    • A new approach to causal inference in mortality studies with sustained exposure periods-application to control of the healthy worker survivor effect
    • Robins, J. M. (1986) A new approach to causal inference in mortality studies with sustained exposure periods-application to control of the healthy worker survivor effect. Math. Modllng, 7, 1393-1512.
    • (1986) Math. Modllng , vol.7 , pp. 1393-1512
    • Robins, J.M.1
  • 33
    • 0001415308 scopus 로고    scopus 로고
    • Association, causation, and marginal structural models
    • Robins, J. M. (1999) Association, causation, and marginal structural models. Synthese, 121, 151-179.
    • (1999) Synthese , vol.121 , pp. 151-179
    • Robins, J.M.1
  • 34
    • 33845913126 scopus 로고    scopus 로고
    • Optimal structural nested models for optimal sequential decisions
    • New York: Springer.
    • Robins, J. M. (2004) Optimal structural nested models for optimal sequential decisions. In Proc. 2nd Seattle Symp. Biostatistics, New York (eds D. Y. Lin and P. Heagerty ), pp. 189-326. New York: Springer.
    • (2004) Proc. 2nd Seattle Symp. Biostatistics, New York , pp. 189-326
    • Robins, J.M.1
  • 35
    • 0033847784 scopus 로고    scopus 로고
    • Marginal structural models and causal inference in epidemiology
    • Robins, J. M., Hernán, M. A. and Brumback, B. (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
  • 36
    • 53849122359 scopus 로고    scopus 로고
    • Estimation and extrapolation of optimal treatment and testing strategies
    • Robins, J. M., Orellana, L. and Rotnitzky, A. (2008) Estimation and extrapolation of optimal treatment and testing strategies. Statist. Med., 27, 4678-4721.
    • (2008) Statist. Med. , vol.27 , pp. 4678-4721
    • Robins, J.M.1    Orellana, L.2    Rotnitzky, A.3
  • 37
    • 0002531157 scopus 로고
    • Bayesian inference for causal effects: the role of randomization
    • Rubin, D. B. (1978) Bayesian inference for causal effects: the role of randomization. Ann. Statist., 6, 34-58.
    • (1978) Ann. Statist. , vol.6 , pp. 34-58
    • Rubin, D.B.1
  • 38
    • 0034087775 scopus 로고    scopus 로고
    • The current status of tardive dyskinesia
    • Sachdev, P. (2000) The current status of tardive dyskinesia. Aust. New Zeal. J. Psychiatr., 34, 355-369.
    • (2000) Aust. New Zeal. J. Psychiatr. , vol.34 , pp. 355-369
    • Sachdev, P.1
  • 39
    • 84864091304 scopus 로고    scopus 로고
    • Imputation of missing covariates under a multivariate linear mixed model. Technical Report. Department of Statistics, Pennsylvania State University, University Park.
    • Schafer, J. L. (1997) Imputation of missing covariates under a multivariate linear mixed model. Technical Report. Department of Statistics, Pennsylvania State University, University Park.
    • (1997)
    • Schafer, J.L.1
  • 40
    • 0036017469 scopus 로고    scopus 로고
    • Computational strategies for multivariate linear mixed models with missing values
    • Schafer, J. L. and Yucel, R. M. (2002) Computational strategies for multivariate linear mixed models with missing values. J. Computnl Graph. Statist., 11, 421-442.
    • (2002) J. Computnl Graph. Statist. , vol.11 , pp. 421-442
    • Schafer, J.L.1    Yucel, R.M.2
  • 41
    • 0030336376 scopus 로고    scopus 로고
    • Bootstrap for imputed survey data
    • Shao, J. and Sitter, R. R. (1996) Bootstrap for imputed survey data. J. Am. Statist. Ass., 91, 1278-1288.
    • (1996) J. Am. Statist. Ass. , vol.91 , pp. 1278-1288
    • Shao, J.1    Sitter, R.R.2
  • 42
    • 84864091305 scopus 로고    scopus 로고
    • Imputations methods for the clinical antipsychotic trials of intervention and effectiveness study. Technical Report SOCS-TR-2010.8. School of Computer Science, McGill University, Montreal.
    • Shortreed, S. M., Laber, E. and Murphy, S. A. (2010) Imputations methods for the clinical antipsychotic trials of intervention and effectiveness study. Technical Report SOCS-TR-2010.8. School of Computer Science, McGill University, Montreal.
    • (2010)
    • Shortreed, S.M.1    Laber, E.2    Murphy, S.A.3
  • 44
    • 0038448311 scopus 로고    scopus 로고
    • The National Institute of Mental Health Clinical Antipsychotic Trials of Intervention Effectiveness (CATIE) project: schizophrenia trial design and protocol development
    • Stroup, T. S., McEvoy, J. P., Swartz, M. S., Byerly, M. J., Glick, I. D., Canive, J. M., McGee, M., Simpson, G. M., Stevens, M. D. and Lieberman, J. A. (2003) The National Institute of Mental Health Clinical Antipsychotic Trials of Intervention Effectiveness (CATIE) project: schizophrenia trial design and protocol development. Schiz. Bull., 29, 15-31.
    • (2003) Schiz. Bull. , vol.29 , pp. 15-31
    • Stroup, T.S.1    McEvoy, J.P.2    Swartz, M.S.3    Byerly, M.J.4    Glick, I.D.5    Canive, J.M.6    McGee, M.7    Simpson, G.M.8    Stevens, M.D.9    Lieberman, J.A.10
  • 45
    • 0037771503 scopus 로고    scopus 로고
    • Assessing clinical and functional outcomes in the Clinical Antipsychotic Trials of Intervention Effectiveness (CATIE) schizophrenia trial
    • Swartz, M. S., Perkins, D. O., Stroup, T. S., McEvoy, J. P., Nieri, J. M. and Haal, D. D. (2003) Assessing clinical and functional outcomes in the Clinical Antipsychotic Trials of Intervention Effectiveness (CATIE) schizophrenia trial. Schiz. Bull., 29, 33-43.
    • (2003) Schiz. Bull. , vol.29 , pp. 33-43
    • Swartz, M.S.1    Perkins, D.O.2    Stroup, T.S.3    McEvoy, J.P.4    Nieri, J.M.5    Haal, D.D.6
  • 46
    • 0036489042 scopus 로고    scopus 로고
    • Selecting therapeutic strategies based on ecacy and death in multicourse clinical trials
    • Thall, P. F., Sung, H. G. and Estey, E. H. (2009) Selecting therapeutic strategies based on ecacy and death in multicourse clinical trials. J. Am. Statist. Ass., 97, 29-39.
    • (2009) J. Am. Statist. Ass. , vol.97 , pp. 29-39
    • Thall, P.F.1    Sung, H.G.2    Estey, E.H.3
  • 47
    • 1642358199 scopus 로고    scopus 로고
    • Optimal estimator for the survival distribution and related quantities for treatment policies in two-stage randomization designs in clinical trials
    • Wahed, A. S. and Tsiatis, A. A. (2004) Optimal estimator for the survival distribution and related quantities for treatment policies in two-stage randomization designs in clinical trials. Biometrics, 60, 124-133.
    • (2004) Biometrics , vol.60 , pp. 124-133
    • Wahed, A.S.1    Tsiatis, A.A.2


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