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Volumn 17, Issue 5, 2007, Pages 809-826

Analysis of treatment effectiveness in longitudinal observational data

Author keywords

Casual inference; Marginal structural models; Naturalistic; Time varying confounders

Indexed keywords

NEUROLEPTIC AGENT; OLANZAPINE; RISPERIDONE;

EID: 34548823822     PISSN: 10543406     EISSN: 15205711     Source Type: Journal    
DOI: 10.1080/10543400701513967     Document Type: Article
Times cited : (13)

References (33)
  • 1
    • 33644851650 scopus 로고    scopus 로고
    • Doubly robust estimation in missing data and causal inference models
    • Bang, H., Robins, J. M. (2005). Doubly robust estimation in missing data and causal inference models. Biometrics 61:692-972.
    • (2005) Biometrics , vol.61 , pp. 692-972
    • Bang, H.1    Robins, J.M.2
  • 2
    • 0034702233 scopus 로고    scopus 로고
    • A comparison of observational studies and randomized, controlled trials
    • Benson, K., Hartz, A. J. (2000). A comparison of observational studies and randomized, controlled trials. N. Engl. J. Med. 342:1878-1886.
    • (2000) N. Engl. J. Med , vol.342 , pp. 1878-1886
    • Benson, K.1    Hartz, A.J.2
  • 3
    • 2342554289 scopus 로고    scopus 로고
    • Marginal structural models for analyzing causal effects of time-dependent treatments: An application in perinatal epidemiology
    • Bodnar, L. M., Davidian, M., Siega-Rizt, A. M., Tsiastis, A. A. (2004). Marginal structural models for analyzing causal effects of time-dependent treatments: an application in perinatal epidemiology. Am. J. Epi. 159(10):926-934,
    • (2004) Am. J. Epi , vol.159 , Issue.10 , pp. 926-934
    • Bodnar, L.M.1    Davidian, M.2    Siega-Rizt, A.M.3    Tsiastis, A.A.4
  • 4
    • 0037106050 scopus 로고    scopus 로고
    • Estimating a treatment effect in survival studies in which patients switch treatment
    • Branson, M., Whitehead, J. (2002). Estimating a treatment effect in survival studies in which patients switch treatment. Stat. Med. 21:2449-2463.
    • (2002) Stat. Med , vol.21 , pp. 2449-2463
    • Branson, M.1    Whitehead, J.2
  • 6
    • 23944458854 scopus 로고    scopus 로고
    • Marginal structural models for estimating the effect of highly active antiretroviral therapy initiation on CD4 count
    • Cole, S. R., Hernán, M. A., Margolick, J. B., Cohen, M. H., Robins, J. M. (2005). Marginal structural models for estimating the effect of highly active antiretroviral therapy initiation on CD4 count. Am. J. Epi. 162(5):471-478.
    • (2005) Am. J. Epi , vol.162 , Issue.5 , pp. 471-478
    • Cole, S.R.1    Hernán, M.A.2    Margolick, J.B.3    Cohen, M.H.4    Robins, J.M.5
  • 7
    • 0034702175 scopus 로고    scopus 로고
    • Randomized, controlled trials, observational studies, and the hierarchy of research designs
    • Concato, J., Shah, N., Horwitz, R. I. (2000). Randomized, controlled trials, observational studies, and the hierarchy of research designs. N. Engl. J. Med. 342:1887-1892.
    • (2000) N. Engl. J. Med , vol.342 , pp. 1887-1892
    • Concato, J.1    Shah, N.2    Horwitz, R.I.3
  • 8
    • 0036327510 scopus 로고    scopus 로고
    • Methods for claim-based pharmacoeconomic studies in psychosis
    • Gianfrancesco, F., Wang, R. H., Mahmoud, R., White, R. (2002). Methods for claim-based pharmacoeconomic studies in psychosis. Pharmacoecon 20(8):499-511.
    • (2002) Pharmacoecon , vol.20 , Issue.8 , pp. 499-511
    • Gianfrancesco, F.1    Wang, R.H.2    Mahmoud, R.3    White, R.4
  • 9
    • 0037132876 scopus 로고    scopus 로고
    • Bias and causal associations in observational research
    • Grimes, D. A., Schultz, K. F. (2002). Bias and causal associations in observational research. Lancet 359:248-252.
    • (2002) Lancet , vol.359 , pp. 248-252
    • Grimes, D.A.1    Schultz, K.F.2
  • 11
    • 0033839024 scopus 로고    scopus 로고
    • Marginal structural models to estimate the causal effect of zidovudine on the survival of HIV-positive men
    • Hernán, M. S., Brumback, B., Robins, J. M. (2000). Marginal structural models to estimate the causal effect of zidovudine on the survival of HIV-positive men. Epidemiology 11(5):561-570.
    • (2000) Epidemiology , vol.11 , Issue.5 , pp. 561-570
    • Hernán, M.S.1    Brumback, B.2    Robins, J.M.3
  • 12
    • 0037198994 scopus 로고    scopus 로고
    • Estimating the casual effect of zidovudine on CD4 count with a marginal model for repeated measures
    • Hernán, M. A., Brumback, B. A., Robins, J. M. (2002). Estimating the casual effect of zidovudine on CD4 count with a marginal model for repeated measures. Stat. Med. 21:1689-1709.
    • (2002) Stat. Med , vol.21 , pp. 1689-1709
    • Hernán, M.A.1    Brumback, B.A.2    Robins, J.M.3
  • 13
  • 14
    • 34548833167 scopus 로고    scopus 로고
    • Hernán, M. A., Robins J. M., Garcia Rodrigues, L. A. (2005a). Comment on: Prentice, R. L., Pettinger, M., Anderson, G. L. Statistical issues arising in the women's health initiative. Biometrics 61:899-941.
    • Hernán, M. A., Robins J. M., Garcia Rodrigues, L. A. (2005a). Comment on: Prentice, R. L., Pettinger, M., Anderson, G. L. Statistical issues arising in the women's health initiative. Biometrics 61:899-941.
  • 15
    • 22244474282 scopus 로고    scopus 로고
    • Structural accelerated failure time models for survival analysis in studies with time-varying treatments
    • Hernán, M. A., Cole, S. R., Margolick, J., Cohen, M., Robins, J. M. (2005b). Structural accelerated failure time models for survival analysis in studies with time-varying treatments. Pharmacoepi and Drug Safety 14(7):477-491.
    • (2005) Pharmacoepi and Drug Safety , vol.14 , Issue.7 , pp. 477-491
    • Hernán, M.A.1    Cole, S.R.2    Margolick, J.3    Cohen, M.4    Robins, J.M.5
  • 16
    • 0037366608 scopus 로고    scopus 로고
    • Estimating causal treatment effects from longitudinal HIV natural history studies using marginal structural models
    • Ko, H., Hogan, J. W., Mayer, K. H. (2003). Estimating causal treatment effects from longitudinal HIV natural history studies using marginal structural models. Biometrics 59:152-162.
    • (2003) Biometrics , vol.59 , pp. 152-162
    • Ko, H.1    Hogan, J.W.2    Mayer, K.H.3
  • 17
    • 13844296721 scopus 로고    scopus 로고
    • A mixed-effects quintile-stratified propensity adjustment for effectiveness analyses of ordered categorical doses
    • Leon, A. C., Hedeker, D, (2005). A mixed-effects quintile-stratified propensity adjustment for effectiveness analyses of ordered categorical doses. Stat. Med. 24:647-658.
    • (2005) Stat. Med , vol.24 , pp. 647-658
    • Leon, A.C.1    Hedeker, D.2
  • 18
    • 33846226426 scopus 로고    scopus 로고
    • Bias reduction in effectiveness analyses of longitudinal ordinal doses with a mixed-effects propensity adjustment
    • Leon, A. C., Hedeker, D., Teres, J. (2007). Bias reduction in effectiveness analyses of longitudinal ordinal doses with a mixed-effects propensity adjustment. Stat. Med. 26:110-123.
    • (2007) Stat. Med , vol.26 , pp. 110-123
    • Leon, A.C.1    Hedeker, D.2    Teres, J.3
  • 19
    • 40149106618 scopus 로고    scopus 로고
    • Exploring dose response in flexible dose trials using marginal structural models
    • section [CD-ROM, Alexandria, VA: American Statistical Association in press
    • Lipkovich, I., Mallinckrodt, C., Faries, D. (2006). Exploring dose response in flexible dose trials using marginal structural models. 2006 Proceedings of the American Statistical Association, Statistical computing section [CD-ROM]. Alexandria, VA: American Statistical Association (in press).
    • (2006) Proceedings of the American Statistical Association, Statistical computing , pp. 2006
    • Lipkovich, I.1    Mallinckrodt, C.2    Faries, D.3
  • 21
    • 0032922710 scopus 로고    scopus 로고
    • Pharmacoeconomic evaluation in the real world
    • Revicki, D. A., Frank, L. (1999). Pharmacoeconomic evaluation in the real world. Pharmacoecon 15(5):423-434.
    • (1999) Pharmacoecon , vol.15 , Issue.5 , pp. 423-434
    • Revicki, D.A.1    Frank, L.2
  • 22
    • 0003135327 scopus 로고    scopus 로고
    • Marginal structural models versus structural nested models as tools for casual inference
    • Halloran, E, Berry, D, eds, New York: Springer-Verlag, pp
    • Robins, J. M. (1999). Marginal structural models versus structural nested models as tools for casual inference. In: Halloran, E., Berry, D., eds. Statistical Models in Epidimology: The Environment and Clinical Trials. New York: Springer-Verlag, pp. 95-134.
    • (1999) Statistical Models in Epidimology: The Environment and Clinical Trials , pp. 95-134
    • Robins, J.M.1
  • 23
    • 0022569935 scopus 로고
    • The role of model selection in causal inference from non experimental data
    • Robins, J. M., Greenland, S. (1986). The role of model selection in causal inference from non experimental data. Am. J. Epi. 123(3):392-402.
    • (1986) Am. J. Epi , vol.123 , Issue.3 , pp. 392-402
    • Robins, J.M.1    Greenland, S.2
  • 24
    • 0033847784 scopus 로고    scopus 로고
    • Marginal structural models and causal inference in epidemiology
    • Robins, J. M., Hernan, M. A., 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    Hernan, M.A.2    Brumback, B.3
  • 25
    • 84949193513 scopus 로고
    • Reducing bias in observational studies using subclassification on the propensity score
    • Rosenbaum, P. R., Rubin, D. B. (1984). Reducing bias in observational studies using subclassification on the propensity score. JASA 79(387):516-524.
    • (1984) JASA , vol.79 , Issue.387 , pp. 516-524
    • Rosenbaum, P.R.1    Rubin, D.B.2
  • 26
    • 21044438805 scopus 로고    scopus 로고
    • SAS Institute Inc. (1999). SAS/STAT User's Guide, Version 8. Cary, NC: SAS Institute Inc. Shao, J., Chang, M., Chow, S. C. (2005). Statistical inference for cancer trials with treatment switching. Stat. Med. 24:1783-1790.
    • SAS Institute Inc. (1999). SAS/STAT User's Guide, Version 8. Cary, NC: SAS Institute Inc. Shao, J., Chang, M., Chow, S. C. (2005). Statistical inference for cancer trials with treatment switching. Stat. Med. 24:1783-1790.
  • 27
    • 23044496716 scopus 로고    scopus 로고
    • Sterne, J. A. C., Hernán, M. A., Ledergerber, B., Tilling, K., Weber, R., Sendi, P., Rickenbach, M., Robins, J. M., Egger, M., and the Swiss HIV Cohor Study (2005). Long term effectiveness of potent antiretroviral therapy in preventing AIDS and death: a prospective cohort study. Lancet 366:378-384.
    • Sterne, J. A. C., Hernán, M. A., Ledergerber, B., Tilling, K., Weber, R., Sendi, P., Rickenbach, M., Robins, J. M., Egger, M., and the Swiss HIV Cohor Study (2005). Long term effectiveness of potent antiretroviral therapy in preventing AIDS and death: a prospective cohort study. Lancet 366:378-384.
  • 28
    • 4344597295 scopus 로고    scopus 로고
    • Effects of physical activity and body composition on functional limitation in the elderly: Application of the marginal structural model
    • Tager, I. D., Haight, G., Sternfield, B., Yu, Z., van der Laan, M. (2004). Effects of physical activity and body composition on functional limitation in the elderly: application of the marginal structural model. Epidemiology 15(4):479-493.
    • (2004) Epidemiology , vol.15 , Issue.4 , pp. 479-493
    • Tager, I.D.1    Haight, G.2    Sternfield, B.3    Yu, Z.4    van der Laan, M.5
  • 29
    • 33646463345 scopus 로고    scopus 로고
    • Cost-effectiveness of olanzapine as first-line treatment for schizophrenia: Results from a randomized, open-label, one-year trial
    • Tunis, S. L., Kinon, B. J., Faries, D. E., Ascher-Svanum, H., Nyhuis, A. W., Aquila, R. (2006). Cost-effectiveness of olanzapine as first-line treatment for schizophrenia: results from a randomized, open-label, one-year trial. Val. Health 9(2):77-89.
    • (2006) Val. Health , vol.9 , Issue.2 , pp. 77-89
    • Tunis, S.L.1    Kinon, B.J.2    Faries, D.E.3    Ascher-Svanum, H.4    Nyhuis, A.W.5    Aquila, R.6
  • 31
    • 3242749893 scopus 로고    scopus 로고
    • Adjusting for differential proportions of second-line treatment in cancer trials. Part I: Structural nested models and marginal structural models to test and estimate treatment arm effects
    • Yamaguchi, T., Ohashi, Y. (2004a). Adjusting for differential proportions of second-line treatment in cancer trials. Part I: structural nested models and marginal structural models to test and estimate treatment arm effects. Stat. Med. 23:1991-2003.
    • (2004) Stat. Med , vol.23 , pp. 1991-2003
    • Yamaguchi, T.1    Ohashi, Y.2
  • 32
    • 3242784185 scopus 로고    scopus 로고
    • Adjusting for differential proportions of second-line treatment in cancer trials. Part II: An application in a clinical trial of unresectable non-small-cell lung cancer
    • Yamaguchi, T., Ohashi, Y. (2004b). Adjusting for differential proportions of second-line treatment in cancer trials. Part II: an application in a clinical trial of unresectable non-small-cell lung cancer. Stat. Med. 23:2005-2022.
    • (2004) Stat. Med , vol.23 , pp. 2005-2022
    • Yamaguchi, T.1    Ohashi, Y.2
  • 33
    • 33750315755 scopus 로고    scopus 로고
    • Windmeijer, F., Kontodima, S., Knapp, M., Brown, J., Haro, J. M. (2006). A methodological approach for assessing the cost-effectiveness of treatments using longitudinal observational data: the SOHO study. International J. Technology Assessment in Health Care 22:440-468.
    • Windmeijer, F., Kontodima, S., Knapp, M., Brown, J., Haro, J. M. (2006). A methodological approach for assessing the cost-effectiveness of treatments using longitudinal observational data: the SOHO study. International J. Technology Assessment in Health Care 22:440-468.


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