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Volumn 9, Issue 4, 2009, Pages 259-297

Tutorial on methods for interval-censored data and their implementation in R

Author keywords

Interval censoring; Simulation; Software R; Survival analysis

Indexed keywords


EID: 72749125444     PISSN: 1471082X     EISSN: 14770342     Source Type: Journal    
DOI: 10.1177/1471082X0900900402     Document Type: Article
Times cited : (110)

References (73)
  • 2
    • 0037196199 scopus 로고    scopus 로고
    • A local likelihood proportional hazards model for interval censored data
    • Betensky R, Lindsey J, Ryan L and Wand W (2002) A local likelihood proportional hazards model for interval censored data. Statistics in Medicine, 21, 263-75.
    • (2002) Statistics in Medicine , vol.21 , pp. 263-275
    • Betensky, R.1    Lindsey, J.2    Ryan, L.3    Wand, W.4
  • 3
    • 3042586797 scopus 로고    scopus 로고
    • A new, fast algorithm to find the regions of possible support for bivariate interval-censored data
    • Bogaerts K and Lesaffre E (2004) A new, fast algorithm to find the regions of possible support for bivariate interval-censored data. Journal of Computational and Graphical Statistics, 13, 330-40.
    • (2004) Journal of Computational and Graphical Statistics , vol.13 , pp. 330-340
    • Bogaerts, K.1    Lesaffre, E.2
  • 4
    • 26244468367 scopus 로고    scopus 로고
    • Semiparametric hierarchical method for a regression model with an interval-censored covariate
    • Calle ML and Gómez G (2005) Semiparametric hierarchical method for a regression model with an interval-censored covariate. Australian and New Zealand Journal of Statistics, 47, 351-64.
    • (2005) Australian and New Zealand Journal of Statistics , vol.47 , pp. 351-364
    • Calle, M.L.1    Gómez, G.2
  • 5
    • 72749121207 scopus 로고    scopus 로고
    • A sampling based chi-squared test for interval-censored data in statistical models and methods for biomedical and technical systems
    • In Vonta F, Nikulin MS, Limnios N and Huber-Carol C eds., Springer: Birkhóuser
    • Calle ML and Gómez G (2008) A sampling based chi-squared test for interval-censored data in statistical models and methods for biomedical and technical systems. In Vonta F, Nikulin MS, Limnios N and Huber-Carol C eds. Statistics for industry and technology. Springer: Birkhóuser, 303-14.
    • (2008) Statistics for Industry and Technology , pp. 303-314
    • Calle, M.L.1    Gómez, G.2
  • 9
    • 0024590471 scopus 로고
    • Analysis of doubly-censored survival data, with application to AIDS
    • De Gruttola V and Lagakos SW (1989) Analysis of doubly-censored survival data, with application to AIDS. Biometrics, 45, 1-11.
    • (1989) Biometrics , vol.45 , pp. 1-11
    • de Gruttola, V.1    Lagakos, S.W.2
  • 10
    • 0036822693 scopus 로고    scopus 로고
    • Nonparametric survival comparisons for interval-censored continuous data
    • Fang H, Sun J and Lee MT (2002) Nonparametric survival comparisons for interval-censored continuous data. Statistica Sinica, 12, 1073-83.
    • (2002) Statistica Sinica , vol.12 , pp. 1073-1083
    • Fang, H.1    Sun, J.2    Lee, M.T.3
  • 11
    • 0029794693 scopus 로고    scopus 로고
    • Rank invariant tests for interval-censored data under the grouped continuous model
    • Fay MP (1996) Rank invariant tests for interval-censored data under the grouped continuous model. Biometrics, 52, 811-22.
    • (1996) Biometrics , vol.52 , pp. 811-822
    • Fay, M.P.1
  • 12
    • 0033557278 scopus 로고    scopus 로고
    • Comparing several score tests for interval-censored data
    • Fay MP (1999) Comparing several score tests for interval-censored data. Statistics in Medicine, 18, 273-85.
    • (1999) Statistics in Medicine , vol.18 , pp. 273-285
    • Fay, M.P.1
  • 14
    • 0023034110 scopus 로고
    • A proportional hazards models for interval-censored failure time data
    • Finkelstein DM (1986) A proportional hazards models for interval-censored failure time data. Biometrics, 42, 845-54.
    • (1986) Biometrics , vol.42 , pp. 845-854
    • Finkelstein, D.M.1
  • 17
    • 0037441527 scopus 로고    scopus 로고
    • Inference for a linear regression model with an interval-censored covariate
    • Gómez G, Espinal A and Lagakos SW (2003) Inference for a linear regression model with an interval-censored covariate. Statistics in Medicine, 22, 409-25.
    • (2003) Statistics in Medicine , vol.22 , pp. 409-425
    • Gómez, G.1    Espinal, A.2    Lagakos, S.W.3
  • 18
    • 72749094900 scopus 로고    scopus 로고
    • Statistical Software Components
    • Available at, Boston College Department of Economics
    • Griffin J (2005) INTCENS: Stata module to perform interval-censored survival analysis. Statistical Software Components, Boston College Department of Economics. Available athttp://ideas.repec.org/c/boc/bocode/s453501.html.
    • (2005) INTCENS: Stata Module to Perform Interval-Censored Survival Analysis
    • Griffin, J.1
  • 19
    • 0032430417 scopus 로고    scopus 로고
    • A Markov chain Monte Carlo EM algorithm for analyzing interval-censored data under the Cox proportional hazards model
    • Goggins W, Finkelstein D, Schoenfeld D and Zaslavsky A (1998) A Markov chain Monte Carlo EM algorithm for analyzing interval-censored data under the Cox proportional hazards model. Biometrics, 54, 1498-507.
    • (1998) Biometrics , vol.54 , pp. 1498-1507
    • Goggins, W.1    Finkelstein, D.2    Schoenfeld, D.3    Zaslavsky, A.4
  • 20
    • 0032968432 scopus 로고    scopus 로고
    • Applying the Cox proportional hazards model when the change time of a binary time-varying covariate is interval censored
    • Goggins W, Finkelstein D and Zaslavsky A (1999) Applying the Cox proportional hazards model when the change time of a binary time-varying covariate is interval censored. Biometrics, 55, 445-51.
    • (1999) Biometrics , vol.55 , pp. 445-451
    • Goggins, W.1    Finkelstein, D.2    Zaslavsky, A.3
  • 21
    • 0034668133 scopus 로고    scopus 로고
    • Estimation of the risk of HIV infection as a function of the length of intravenous drug use. A nonparametric Bayesian approach
    • Gómez G, Calle ML, Muga R and Egea JM (2000) Estimation of the risk of HIV infection as a function of the length of intravenous drug use. A nonparametric Bayesian approach. Statistics in Medicine, 19, 2641-56.
    • (2000) Statistics in Medicine , vol.19 , pp. 2641-2656
    • Gómez, G.1    Calle, M.L.2    Muga, R.3    Egea, J.M.4
  • 22
    • 1642602832 scopus 로고    scopus 로고
    • Frequentist and Bayesian approaches for interval-censored data
    • Gómez G, Calle ML and Oller R (2004) Frequentist and Bayesian approaches for interval-censored data. Statistical Papers, 45, 139-73.
    • (2004) Statistical Papers , vol.45 , pp. 139-173
    • Gómez, G.1    Calle, M.L.2    Oller, R.3
  • 23
    • 72749086504 scopus 로고    scopus 로고
    • Harvard University Biostatistics Working Paper Series, Working Paper 93. Available at
    • Gómez G and Oller R (2008) A new class of rank tests for interval-censored data. Harvard University Biostatistics Working Paper Series, Working Paper 93. Available athttp://www.bepress.com/harvardbiostat/paper93.
    • (2008) A New Class of Rank Tests for Interval-Censored Data
    • Gómez, G.1    Oller, R.2
  • 24
    • 38249014789 scopus 로고
    • Estimation of the subsurvival function for time-to-tumor in survival/sacrifice experiments
    • Gómez G and Van Ryzin J (1992) Estimation of the subsurvival function for time-to-tumor in survival/sacrifice experiments. Statistics and Probability Letters, 13, 5-13.
    • (1992) Statistics and Probability Letters , vol.13 , pp. 5-13
    • Gómez, G.1    van Ryzin, J.2
  • 25
    • 0033635162 scopus 로고    scopus 로고
    • Semiparametric regression analysis of interval-censored data
    • Goetghebeur E and Ryan L (2000) Semiparametric regression analysis of interval-censored data. Biometrics, 56, 1139-44.
    • (2000) Biometrics , vol.56 , pp. 1139-1144
    • Goetghebeur, E.1    Ryan, L.2
  • 29
    • 72749089095 scopus 로고    scopus 로고
    • Intcox: Compendium to apply the iterative convex minorant algorithm to interval censored event data
    • Available at
    • Henschel V, Heiss C and Mansmann U (2007) intcox: Compendium to apply the iterative convex minorant algorithm to interval censored event data. Available athttp://cran.r-project.org/web/packages/intcox/vignettes/intcox.pdf.
    • (2007)
    • Henschel, V.1    Heiss, C.2    Mansmann, U.3
  • 31
    • 0346551723 scopus 로고    scopus 로고
    • Asymptotic properties of nonparametric estimation based on partly interval-censored data
    • Huang J (1999) Asymptotic properties of nonparametric estimation based on partly interval-censored data. Statistica Sinica, 9, 501-19.
    • (1999) Statistica Sinica , vol.9 , pp. 501-519
    • Huang, J.1
  • 32
    • 48249097169 scopus 로고    scopus 로고
    • A generalized log-rank test for interval-censored failure time data via multiple imputation
    • Huang J, Chinsan L and Yu Q (2008) A generalized log-rank test for interval-censored failure time data via multiple imputation. Statistics in Medicine, 27, 3217-26.
    • (2008) Statistics in Medicine , vol.27 , pp. 3217-3226
    • Huang, J.1    Chinsan, L.2    Yu, Q.3
  • 34
    • 33645779777 scopus 로고    scopus 로고
    • Bayesian semi-parametric accelerated failure time model for paired doubly-interval-censored data
    • Komárek A and Lesaffre E (2006) Bayesian semi-parametric accelerated failure time model for paired doubly-interval-censored data. Statistical Modelling, 6, 3-22.
    • (2006) Statistical Modelling , vol.6 , pp. 3-22
    • Komárek, A.1    Lesaffre, E.2
  • 35
    • 34547507940 scopus 로고    scopus 로고
    • Bayesian accelerated failure time model for correlated censored data with a normal mixture as an error distribution
    • Komárek A and Lesaffre E (2007) Bayesian accelerated failure time model for correlated censored data with a normal mixture as an error distribution. Statistica Sinica, 17, 549-69.
    • (2007) Statistica Sinica , vol.17 , pp. 549-569
    • Komárek, A.1    Lesaffre, E.2
  • 36
    • 49549124978 scopus 로고    scopus 로고
    • Bayesian accelerated failure time model with multivariate doubly-interval-censored data and flexible distributional assumptions
    • Komárek A and Lesaffre E (2008) Bayesian accelerated failure time model with multivariate doubly-interval-censored data and flexible distributional assumptions. Journal of the American Statistical Association, 103, 523-33.
    • (2008) Journal of the American Statistical Association , vol.103 , pp. 523-533
    • Komárek, A.1    Lesaffre, E.2
  • 37
    • 72749126082 scopus 로고    scopus 로고
    • The regression analysis of correlated interval-censored data: Illustration using accelerated failure time models with flexible distributional assumptions
    • Komárek A and Lesaffre E (2009) The regression analysis of correlated interval-censored data: illustration using accelerated failure time models with flexible distributional assumptions. Statistical Modelling.
    • (2009) Statistical Modelling
    • Komárek, A.1    Lesaffre, E.2
  • 38
    • 0031455187 scopus 로고    scopus 로고
    • Hazard regression with interval-censored data
    • Kooperberg C and Clarkson DB (1997) Hazard regression with interval-censored data. Biometrics, 53, 1485-94.
    • (1997) Biometrics , vol.53 , pp. 1485-1494
    • Kooperberg, C.1    Clarkson, D.B.2
  • 39
    • 5044225697 scopus 로고    scopus 로고
    • A parametric survival model with an interval-censored covariate
    • Langohr K, Gómez G and Muga R (2004) A parametric survival model with an interval-censored covariate. Statistics in Medicine, 23, 3159-75.
    • (2004) Statistics in Medicine , vol.23 , pp. 3159-3175
    • Langohr, K.1    Gómez, G.2    Muga, R.3
  • 40
    • 33750171930 scopus 로고    scopus 로고
    • Models for interval censoring and simulation-based inference for lifetime distributions
    • Lawless J and Babineau D (2006) Models for interval censoring and simulation-based inference for lifetime distributions. Biometrika, 93, 671-86.
    • (2006) Biometrika , vol.93 , pp. 671-686
    • Lawless, J.1    Babineau, D.2
  • 41
    • 29244448005 scopus 로고    scopus 로고
    • An overview of methods for interval-censored data with an emphasis on applications in dentistry
    • Lesaffre E, Komárek A and Declerck D (2005) An overview of methods for interval-censored data with an emphasis on applications in dentistry. Statistical Methods in Medical Research, 14, 539-52.
    • (2005) Statistical Methods in Medical Research , vol.14 , pp. 539-552
    • Lesaffre, E.1    Komárek, A.2    Declerck, D.3
  • 43
    • 0038062988 scopus 로고    scopus 로고
    • Nonparametric tests for interval-censored failure time data
    • Lim HJ and Sun J (2003) Nonparametric tests for interval-censored failure time data. Biometrical Journal, 45, 263-76.
    • (2003) Biometrical Journal , vol.45 , pp. 263-276
    • Lim, H.J.1    Sun, J.2
  • 44
    • 0032238870 scopus 로고    scopus 로고
    • A study of interval censoring in parametric regression models
    • Lindsey JK (1998) A study of interval censoring in parametric regression models. Lifetime Data Analysis4, 329-54.
    • (1998) Lifetime Data Analysis , vol.4 , pp. 329-354
    • Lindsey, J.K.1
  • 45
    • 0032579584 scopus 로고    scopus 로고
    • Tutorial in biostatistics methods for interval censored data
    • Lindsey JC and Ryan LM (1998) Tutorial in biostatistics methods for interval censored data. Statistics in Medicine, 17, 219-238.
    • (1998) Statistics in Medicine , vol.17 , pp. 219-238
    • Lindsey, J.C.1    Ryan, L.M.2
  • 46
    • 0035989834 scopus 로고    scopus 로고
    • A modification of Peto's nonparametric estimation of survival curves for interval-censored data
    • Ng MP (2002) A modification of Peto's nonparametric estimation of survival curves for interval-censored data. Biometrics, 58, 439-42.
    • (2002) Biometrics , vol.58 , pp. 439-442
    • Ng, M.P.1
  • 47
    • 10044250842 scopus 로고    scopus 로고
    • Interval censoring: Model characterizations for the validity of the simplified likelihood
    • Oller R, Gómez G and Calle ML (2004) Interval censoring: model characterizations for the validity of the simplified likelihood. The Canadian Journal of Statistics, 32, 315-26.
    • (2004) The Canadian Journal of Statistics , vol.32 , pp. 315-326
    • Oller, R.1    Gómez, G.2    Calle, M.L.3
  • 48
    • 33947134439 scopus 로고    scopus 로고
    • Interval censoring: Identifiability and the constant-sum property
    • Oller R, Gómez G and Calle ML (2007) Interval censoring: identifiability and the constant-sum property. Biomerika, 94, 61-70.
    • (2007) Biomerika , vol.94 , pp. 61-70
    • Oller, R.1    Gómez, G.2    Calle, M.L.3
  • 49
    • 0033475250 scopus 로고    scopus 로고
    • Extending the iterative convex minorant algorithm to the Cox model for interval censored data
    • Pan W (1999) Extending the iterative convex minorant algorithm to the Cox model for interval censored data. Journal of Computational and Graphical Statistics, 8, 109-20.
    • (1999) Journal of Computational and Graphical Statistics , vol.8 , pp. 109-120
    • Pan, W.1
  • 50
    • 0034650212 scopus 로고    scopus 로고
    • A two-sample test with interval censored data via multiple imputation
    • Pan W (2000) A two-sample test with interval censored data via multiple imputation. Statistics in Medicine, 19, 1-11.
    • (2000) Statistics in Medicine , vol.19 , pp. 1-11
    • Pan, W.1
  • 53
    • 5344244656 scopus 로고    scopus 로고
    • R Development Core Team., Available at, Vienna, Austria: R Foundation for Statistical Computing
    • R Development Core Team (2008) R: A language and environment for statistical computing. Vienna, Austria: R Foundation for Statistical Computing. Available athttp://www.R-project.org.
    • (2008) R: A Language and Environment for Statistical Computing
  • 54
    • 0038784366 scopus 로고    scopus 로고
    • Goodness of fit test with interval censored data
    • Ren JJ (2003) Goodness of fit test with interval censored data. Scandinavian Journal of Statistics, 30, 211-26.
    • (2003) Scandinavian Journal of Statistics , vol.30 , pp. 211-226
    • Ren, J.J.1
  • 56
    • 0001067763 scopus 로고    scopus 로고
    • Rank-based inference in the proportional hazards model for interval censored data
    • Satten G (1996) Rank-based inference in the proportional hazards model for interval censored data. Biometrika, 83, 355-70.
    • (1996) Biometrika , vol.83 , pp. 355-370
    • Satten, G.1
  • 57
    • 0034340723 scopus 로고    scopus 로고
    • Consistency of the GMLE with mixed case interval-censored data
    • Schick A and Yu Q (2000) Consistency of the GMLE with mixed case interval-censored data. Scandinavian Journal of Statistics, 27, 45-55.
    • (2000) Scandinavian Journal of Statistics , vol.27 , pp. 45-55
    • Schick, A.1    Yu, Q.2
  • 58
    • 0022770441 scopus 로고
    • Linear rank tests for interval-censored data with application to PCB levels in adipose tissue of transformer repair workers
    • Self SG and Grossman EA (1986) Linear rank tests for interval-censored data with application to PCB levels in adipose tissue of transformer repair workers. Biometrics, 42, 521-30.
    • (1986) Biometrics , vol.42 , pp. 521-530
    • Self, S.G.1    Grossman, E.A.2
  • 59
    • 0033006795 scopus 로고    scopus 로고
    • Bayesian analysis and model selection for interval-censored survival data
    • Sinha D, Chen MH and Ghosh SK (1999) Bayesian analysis and model selection for interval-censored survival data. Biometrics, 55, 585-90.
    • (1999) Biometrics , vol.55 , pp. 585-590
    • Sinha, D.1    Chen, M.H.2    Ghosh, S.K.3
  • 60
    • 33749643150 scopus 로고    scopus 로고
    • Parametric survival models for interval-censored data with time-dependent covariates
    • Sparling YH, Younes N, Lachin JM and Bautista OM (2006) Parametric survival models for interval-censored data with time-dependent covariates. Biostatistics, 7, 599-614.
    • (2006) Biostatistics , vol.7 , pp. 599-614
    • Sparling, Y.H.1    Younes, N.2    Lachin, J.M.3    Bautista, O.M.4
  • 62
    • 33751088498 scopus 로고    scopus 로고
    • Survival: Survival analysis, including penalised likelihood. R package version
    • original Report by Thomas Lumley
    • Therneau Terry, original Report by Thomas Lumley (2009) Survival: Survival analysis, including penalised likelihood. R package version235-37.
    • (2009) , pp. 235-237
    • Therneau, T.1
  • 63
    • 33748779799 scopus 로고    scopus 로고
    • Analysis of a partially observed binary covariate process and a censored failure time in the presence of truncation and competing risks
    • Tian L and Lagakos S (2006) Analysis of a partially observed binary covariate process and a censored failure time in the presence of truncation and competing risks. Biometrics, 62, 821-28.
    • (2006) Biometrics , vol.62 , pp. 821-828
    • Tian, L.1    Lagakos, S.2
  • 64
    • 7744239282 scopus 로고    scopus 로고
    • Residual analysis in linear regression models with an interval-censored covariate
    • Topp R and Gómez G (2004) Residual analysis in linear regression models with an interval-censored covariate. Statistics in Medicine, 23, 3377-91.
    • (2004) Statistics in Medicine , vol.23 , pp. 3377-3391
    • Topp, R.1    Gómez, G.2
  • 65
    • 0001087235 scopus 로고
    • The empirical distribution function with arbitrarily grouped, censored and truncated data
    • Turnbull B (1976) The empirical distribution function with arbitrarily grouped, censored and truncated data. Journal of the Royal Statistical Society, Series B, 38, 290-95.
    • (1976) Journal of the Royal Statistical Society, Series B , vol.38 , pp. 290-295
    • Turnbull, B.1
  • 66
    • 0012204405 scopus 로고    scopus 로고
    • The Signal Tandmobiel® project - a longitudinal intervention health promotion study in Flanders (Belgium): Baseline and first year results
    • Vanobbergen J, Martens L, Lesaffre E and Declerck D (2000) The Signal Tandmobiel® project - a longitudinal intervention health promotion study in Flanders (Belgium): baseline and first year results. European Journal of Paediatric Dentistry, 2, 87-96.
    • (2000) European Journal of Paediatric Dentistry , vol.2 , pp. 87-96
    • Vanobbergen, J.1    Martens, L.2    Lesaffre, E.3    Declerck, D.4
  • 67
    • 21744452231 scopus 로고    scopus 로고
    • A hybrid algorithm for computation of the nonparametric maximum likelihood estimator from censored data
    • Wellner JA and Zahn Y (1997) A hybrid algorithm for computation of the nonparametric maximum likelihood estimator from censored data. Journal of the American Statistical Society, 92, 945-59.
    • (1997) Journal of the American Statistical Society , vol.92 , pp. 945-959
    • Wellner, J.A.1    Zahn, Y.2
  • 68
    • 0010151718 scopus 로고
    • Some algorithmic aspects of the theory of optimal designs
    • Wu C (1978) Some algorithmic aspects of the theory of optimal designs. Annals of Statistics, 6, 1286-301.
    • (1978) Annals of Statistics , vol.6 , pp. 1286-1301
    • Wu, C.1
  • 69
    • 0034340722 scopus 로고    scopus 로고
    • On consistency of the self-consistent estimator of survival functions with interval-censored data
    • Yu Q, Li L and Wong GYC (2000) On consistency of the self-consistent estimator of survival functions with interval-censored data. Scandinavian Journal of Statistics, 27, 35-44.
    • (2000) Scandinavian Journal of Statistics , vol.27 , pp. 35-44
    • Yu, Q.1    Li, L.2    Wong, G.Y.C.3
  • 70
    • 0032536653 scopus 로고    scopus 로고
    • Asymptotic properties of the GMLE with case 2 interval-censored data
    • Yu Q, Schick A, Li L and Wong GYC (1998) Asymptotic properties of the GMLE with case 2 interval-censored data. Statistics & Probability Letters, 37, 223-28.
    • (1998) Statistics & Probability Letters , vol.37 , pp. 223-228
    • Yu, Q.1    Schick, A.2    Li, L.3    Wong, G.Y.C.4
  • 71
    • 33745611103 scopus 로고    scopus 로고
    • A k-sample test with interval censored data
    • Yuen KC, Shi J and Zhu L (2006) A k-sample test with interval censored data. Biometrika, 93, 315-28.
    • (2006) Biometrika , vol.93 , pp. 315-328
    • Yuen, K.C.1    Shi, J.2    Zhu, L.3
  • 72
    • 43749120483 scopus 로고    scopus 로고
    • Smooth' semiparametric regression analysis for arbitrarily censored time-to-event data
    • Zhang M and Davidian M (2008) 'Smooth' semiparametric regression analysis for arbitrarily censored time-to-event data. Biometrics, 64, 567-76.
    • (2008) Biometrics , vol.64 , pp. 567-576
    • Zhang, M.1    Davidian, M.2
  • 73
    • 72749123088 scopus 로고    scopus 로고
    • A class of transformed regression models for interval censoring
    • Zhang Z (2009) A class of transformed regression models for interval censoring. Statistical Modelling, 9.
    • (2009) Statistical Modelling , vol.9
    • Zhang, Z.1


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