메뉴 건너뛰기




Volumn 43, Issue 13, 2011, Pages 2-23

Ipw: An R package for inverse probability weighting

Author keywords

Causal inference; Inverse probability weighting; Marginal structural models; R

Indexed keywords


EID: 80053002372     PISSN: None     EISSN: 15487660     Source Type: Journal    
DOI: None     Document Type: Article
Times cited : (276)

References (27)
  • 3
    • 51749124303 scopus 로고    scopus 로고
    • Constructing inverse probability weights for marginal structural models
    • Cole SR, Hernán MA (2008). Constructing Inverse Probability Weights for Marginal Structural Models. American Journal of Epidemiology, 168(6), 656-664.
    • (2008) American Journal of Epidemiology , vol.168 , Issue.6 , pp. 656-664
    • Cole, S.R.1    Hernán, M.A.2
  • 5
    • 78650235570 scopus 로고    scopus 로고
    • Cause-Specific cumulative incidence estimation and the fine and gray model under both left truncation and right censoring
    • Geskus RB (2011). Cause-Specific Cumulative Incidence Estimation and the Fine and Gray Model Under both Left Truncation and Right Censoring. Biometrics, 67(1), 39-49.
    • (2011) Biometrics , vol.67 , Issue.1 , pp. 39-49
    • Geskus, R.B.1
  • 7
    • 0002864224 scopus 로고    scopus 로고
    • Confounding and collapsibility in causal inference
    • Greenland S, Robins JM, Pearl J (1999).Confounding and Collapsibility in Causal Inference. Statistical Science, 14(1), 29-46.
    • (1999) Statistical Science , vol.14 , Issue.1 , pp. 29-46
    • Greenland, S.1    Robins, J.M.2    Pearl, J.3
  • 9
    • 29844444766 scopus 로고    scopus 로고
    • The R Package geepack for Generalized Estimating Equations
    • URL
    • Halekoh U, Højsgaard S, Yan J (2005). The R Package geepack for Generalized Estimating Equations. Journal of Statistical Software, 15(2), 1-11. URL http://www.jstatsoft.org/v15/i02/.
    • (2005) Journal of Statistical Software , vol.15 , Issue.2 , pp. 1-11
    • Halekoh, U.1    Højsgaard, S.2    Yan, J.3
  • 10
    • 0033839024 scopus 로고    scopus 로고
    • Marginal structural models to estimate the causal effect of zidovudine on the survival of hiv-positive men
    • Hernán MA, Brumback BA, Robins JM (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.A.1    Brumback, B.A.2    Robins, J.M.3
  • 14
    • 48249118348 scopus 로고    scopus 로고
    • Impact of mis-specification of the treatment model on estimates from a marginal structural model
    • Lefebvre G, Delaney JAC, Platt RW (2008). Impact of Mis-Specification of the Treatment Model on Estimates from a Marginal Structural Model. Statistics in Medicine, 27, 3629-3642.
    • (2008) Statistics In Medicine , vol.27 , pp. 3629-3642
    • Lefebvre, G.1    Delaney, J.A.C.2    Platt, R.W.3
  • 16
    • 4544228988 scopus 로고    scopus 로고
    • Analysis of complex survey samples
    • URL
    • Lumley T (2004). Analysis of Complex Survey Samples. Journal of Statistical Software, 9(8), 1-19. URL http://www.jstatsoft.org/v09/i08/.
    • Journal of Statistical Software , vol.9 , Issue.8 , pp. 1-19
    • Lumley, T.1
  • 17
    • 12344334715 scopus 로고    scopus 로고
    • An application of a weighting method to adjust for nonresponse in standardized incidence ratio analysis of cohort studies
    • Rao RS, Sigurdson AJ, Doody MM, Graubard BI (2005). An Application of a Weighting Method to Adjust for Nonresponse in Standardized Incidence Ratio Analysis of Cohort Studies. Annals of Epidemiology, 15(2), 129-136.
    • (2005) Annals of Epidemiology , vol.15 , Issue.2 , pp. 129-136
    • Rao, R.S.1    Sigurdson, A.J.2    Doody, M.M.3    Graubard, B.I.4
  • 18
    • 79961135005 scopus 로고    scopus 로고
    • R Development Core Team, R Foundation for Statistical Computing, Vienna, Austria. ISBN 3-900051-07-0, URL
    • R Development Core Team (2011). R: A Language and Environment for Statistical Computing. R Foundation for Statistical Computing, Vienna, Austria. ISBN 3-900051-07-0, URL http://www.R-project.org/.
    • (2011) R: A Language and Environment For Statistical Computing
  • 21
    • 1542637615 scopus 로고    scopus 로고
    • Estimation of the causal effect of a time-varying exposure on the marginal mean of a repeated binary outcome
    • Robins JM, Greenland S, Hu FC (1999). Estimation of the Causal Effect of a Time-Varying Exposure on the Marginal Mean of a Repeated Binary Outcome. Journal of the American Statistical Association, 94(447), 687-700.
    • (1999) Journal of the American Statistical Association , vol.94 , Issue.447 , pp. 687-700
    • Robins, J.M.1    Greenland, S.2    Hu, F.C.3
  • 22
    • 0033847784 scopus 로고    scopus 로고
    • Marginal structural models and causal inference in epidemiology
    • Robins JM, Hernán MA, Brumback BA (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.A.3
  • 25
    • 69949103782 scopus 로고    scopus 로고
    • A simple g-computation algorithm to quantify the causal effect of a secondary illness on the progression of a chronic disease
    • Van der Wal WM, Prins M, Lumbreras B, Geskus RB (2009). A Simple G-Computation Algorithm to Quantify the Causal Effect of a Secondary Illness on the Progression of a Chronic Disease. Statistics in Medicine, 28, 2325-2337.
    • (2009) Statistics in Medicine , vol.28 , pp. 2325-2337
    • van der Wal, W.M.1    Prins, M.2    Lumbreras, B.3    Geskus, R.B.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.