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Volumn 18, Issue 2, 2009, Pages 195-222

Multi-state models for the analysis of time-to-event data

Author keywords

[No Author keywords available]

Indexed keywords

ADULT; BREAST CANCER; CALCULATION; CANCER MORTALITY; CANCER RELAPSE; CANCER SURVIVAL; COMPUTER PROGRAM; CONTROLLED STUDY; DATA ANALYSIS SOFTWARE; DISEASE COURSE; FORECASTING; HEART TRANSPLANTATION; HIDDEN MARKOV MODEL; HUMAN; INFORMATION RETRIEVAL; INTERMETHOD COMPARISON; KAPLAN MEIER METHOD; MAJOR CLINICAL STUDY; MULTI STATE MODEL; PROBABILITY; PROGNOSIS; PROPORTIONAL HAZARDS MODEL; REGRESSION ANALYSIS; REVIEW; RISK ASSESSMENT; STATISTICAL MODEL; SURGICAL MORTALITY; SURVIVAL RATE; SURVIVAL TIME;

EID: 55949117992     PISSN: 09622802     EISSN: None     Source Type: Journal    
DOI: 10.1177/0962280208092301     Document Type: Review
Times cited : (358)

References (54)
  • 4
    • 0036013895 scopus 로고    scopus 로고
    • Inference for multi-state models from interval-censored data
    • Commenges D. Inference for multi-state models from interval-censored data. Statistical Methods in Medical Research 2002; 11: 167-82.
    • (2002) Statistical Methods in Medical Research , vol.11 , pp. 167-182
    • Commenges, D.1
  • 6
    • 0033252569 scopus 로고    scopus 로고
    • Multi-state models in epidemiology
    • Commenges D. Multi-state models in epidemiology. Lifetime Data Analysis 1999; 5: 315 - 27.
    • (1999) Lifetime Data Analysis , vol.5 , pp. 315-327
    • Commenges, D.1
  • 7
    • 0033193308 scopus 로고    scopus 로고
    • Multi-state models: A review
    • Hougaard P. Multi-state models: A review. Lifetime Data Analysis 1999; 5: 239-64.
    • (1999) Lifetime Data Analysis , vol.5 , pp. 239-264
    • Hougaard, P.1
  • 10
    • 0022965472 scopus 로고
    • A Markov model for analysing cancer markers and disease states in survival studies
    • Kay R. A Markov model for analysing cancer markers and disease states in survival studies. Biometrics 1986; 42: 855-65.
    • (1986) Biometrics , vol.42 , pp. 855-865
    • Kay, R.1
  • 12
    • 0034728345 scopus 로고    scopus 로고
    • Multistate models for bleeding episodes and mortality in liver cirrhosis
    • Andersen PK, Esbjerg S., Sorensen TIA. Multistate models for bleeding episodes and mortality in liver cirrhosis. Statistics in Medicine 2000; 19: 587-99.
    • (2000) Statistics in Medicine , vol.19 , pp. 587-599
    • Andersen, P.K.1    Esbjerg, S.2    Sorensen, T.I.A.3
  • 13
    • 0035863228 scopus 로고    scopus 로고
    • A piecewise Markov process for analysing survival from breast cancer in different risk groups
    • Pérez-Ocón R., Ruiz-Castro JE, Gámiz-Pérez ML A piecewise Markov process for analysing survival from breast cancer in different risk groups. Statistics in Medicine 2001; 20: 109-22.
    • (2001) Statistics in Medicine , vol.20 , pp. 109-122
    • Pérez-Ocón, R.1    Ruiz-Castro, J.E.2    Gámiz-Pérez, M.L.3
  • 14
    • 0347519212 scopus 로고    scopus 로고
    • The analysis of asthma control under a Markov assumption with use of covariates
    • Saint-Pierre P., Combescure C., Daurès JP, Godard P. The analysis of asthma control under a Markov assumption with use of covariates. Statistics in Medicine 2003; 22: 3755-70.
    • (2003) Statistics in Medicine , vol.22 , pp. 3755-3770
    • Saint-Pierre, P.1    Combescure, C.2    Daurès, J.P.3    Godard, P.4
  • 15
    • 0001602163 scopus 로고
    • An empirical transition matrix for nonhomogeneous Markov chains based on censored observations
    • Aalen O., Johansen S. An empirical transition matrix for nonhomogeneous Markov chains based on censored observations. Scandinavian Journal of Statistics 1978; 5: 141-50.
    • (1978) Scandinavian Journal of Statistics , vol.5 , pp. 141-150
    • Aalen, O.1    Johansen, S.2
  • 16
    • 0000783318 scopus 로고
    • Nonparametric estimation of a Markov illness-death process from interval-censored observations, with application to diabetes survival data
    • Frydman H. Nonparametric estimation of a Markov illness-death process from interval-censored observations, with application to diabetes survival data. Biometrika 1995; 82: 773-89.
    • (1995) Biometrika , vol.82 , pp. 773-789
    • Frydman, H.1
  • 17
    • 0347867151 scopus 로고    scopus 로고
    • A penalized likelihood approach for an illness-death model with interval censored data: Application to age-specific incidence of dementia
    • Joly P., Commenges D., Helmer C., Letenneur L. A penalized likelihood approach for an illness-death model with interval censored data: application to age-specific incidence of dementia. Biostatistics 2002; 3: 433-43.
    • (2002) Biostatistics , vol.3 , pp. 433-443
    • Joly, P.1    Commenges, D.2    Helmer, C.3    Letenneur, L.4
  • 18
    • 0035973278 scopus 로고    scopus 로고
    • Multi-state models and outcome prediction in bone marrow transplantation
    • Keiding N., Klein JP, Horowitz M. Multi-state models and outcome prediction in bone marrow transplantation. Statistics in Medicine 2001; 20: 1871-85.
    • (2001) Statistics in Medicine , vol.20 , pp. 1871-1885
    • Keiding, N.1    Klein, J.P.2    Horowitz, M.3
  • 20
    • 33845248846 scopus 로고
    • Inference for events with dependent risks in multiple endpoint studies
    • Pepe MS Inference for events with dependent risks in multiple endpoint studies. Journal of the American Statistical Association 1991; 86: 770-78.
    • (1991) Journal of the American Statistical Association , vol.86 , pp. 770-778
    • Pepe, M.S.1
  • 21
    • 0032525018 scopus 로고    scopus 로고
    • An extended Kaplan-Meier estimator and its applications
    • Strauss D., Shavell R. An extended Kaplan-Meier estimator and its applications. Statistics in Medicine 1998; 17: 971-82.
    • (1998) Statistics in Medicine , vol.17 , pp. 971-982
    • Strauss, D.1    Shavell, R.2
  • 22
    • 0035191590 scopus 로고    scopus 로고
    • Covariate adjustment of event histories estimated from Markov chains: The additive approach
    • Aalen O., Borgan O., Fekjaer H. Covariate adjustment of event histories estimated from Markov chains: The additive approach. Biometrics 2001; 57: 993-1001.
    • (2001) Biometrics , vol.57 , pp. 993-1001
    • Aalen, O.1    Borgan, O.2    Fekjaer, H.3
  • 23
    • 0000921703 scopus 로고    scopus 로고
    • Validity of the Aalen-Johansen estimators of stage occupation probabilities and Nelson-Aalen integrated transition hazards for non-Markov models
    • Datta S., Satten GA Validity of the Aalen-Johansen estimators of stage occupation probabilities and Nelson-Aalen integrated transition hazards for non-Markov models. Statistics and Probability Letters 2001; 55: 403-11.
    • (2001) Statistics and Probability Letters , vol.55 , pp. 403-411
    • Datta, S.1    Satten, G.A.2
  • 24
    • 0035989819 scopus 로고    scopus 로고
    • Robust inference for event probabilities with non-Markov event data
    • Glidden D. Robust inference for event probabilities with non-Markov event data. Biometrics 2002; 58: 361-68.
    • (2002) Biometrics , vol.58 , pp. 361-368
    • Glidden, D.1
  • 25
    • 35448980618 scopus 로고    scopus 로고
    • Nonparametric estimation of transition probabilities in a non-Markov illness-death model
    • Meira-Machado L., De Uña-Álvarez J., Cadarso-Suárez C. Nonparametric estimation of transition probabilities in a non-Markov illness-death model. Lifetime Data Analysis 2006; 12: 325-44.
    • (2006) Lifetime Data Analysis , vol.12 , pp. 325-344
    • Meira-Machado, L.1    De Uña-Álvarez, J.2    Cadarso-Suárez, C.3
  • 26
    • 0000509833 scopus 로고
    • Model misspecification in proportional hazards regression
    • Anderson GL, Fleming TR Model misspecification in proportional hazards regression. Biometrika 1995; 82: 527-41.
    • (1995) Biometrika , vol.82 , pp. 527-541
    • Anderson, G.L.1    Fleming, T.R.2
  • 29
    • 0000716729 scopus 로고
    • Nonparametric estimation of relative risk using splines and cross-validation
    • O'Sullivan F. Nonparametric estimation of relative risk using splines and cross-validation. SIAM Journal of Scientific and Statistical Computation 1988; 9: 531-42.
    • (1988) SIAM Journal of Scientific and Statistical Computation , vol.9 , pp. 531-542
    • O'Sullivan, F.1
  • 30
    • 0025677550 scopus 로고
    • Exploring the nature of covariate effects in the proportional hazards model
    • Hastie TJ, Tibshirani RJ Exploring the nature of covariate effects in the proportional hazards model. Biometrics 1990; 46: 1005-16.
    • (1990) Biometrics , vol.46 , pp. 1005-1016
    • Hastie, T.J.1    Tibshirani, R.J.2
  • 31
    • 0027995401 scopus 로고
    • Spline-based tests in survival analysis
    • Gray RJ Spline-based tests in survival analysis. Biometrics 1994; 50: 640-52.
    • (1994) Biometrics , vol.50 , pp. 640-652
    • Gray, R.J.1
  • 33
    • 25444532788 scopus 로고    scopus 로고
    • Flexible smoothing with B-splines and penalties
    • Eilers PHC, Marx BD Flexible smoothing with B-splines and penalties. Statistical Science 1996; 11: 89-121.
    • (1996) Statistical Science , vol.11 , pp. 89-121
    • Eilers, P.H.C.1    Marx, B.D.2
  • 35
    • 33748791723 scopus 로고    scopus 로고
    • Polynomial spline estimation and inference of proportional hazards regression models with flexible relative risk form
    • Huang JZ, Liu L. Polynomial spline estimation and inference of proportional hazards regression models with flexible relative risk form. Biometrics 2006; 62: 793-802.
    • (2006) Biometrics , vol.62 , pp. 793-802
    • Huang, J.Z.1    Liu, L.2
  • 37
    • 0035255163 scopus 로고    scopus 로고
    • MKVPCI: A computer program for Markov models with piecewise constant intensities and covariates
    • Alioum A., Commenges D. MKVPCI: A computer program for Markov models with piecewise constant intensities and covariates. Computer Methods and Programs in Biomedicine 2001; 64: 109-19.
    • (2001) Computer Methods and Programs in Biomedicine , vol.64 , pp. 109-119
    • Alioum, A.1    Commenges, D.2
  • 38
    • 0037080465 scopus 로고    scopus 로고
    • Hidden Markov models for the onset and progression of bronchiolitis obliterans syndrome in lung transplant recipients
    • Jackson CH, Sharples LD Hidden Markov models for the onset and progression of bronchiolitis obliterans syndrome in lung transplant recipients. Statistics in Medicine 2002; 21: 113-28.
    • (2002) Statistics in Medicine , vol.21 , pp. 113-128
    • Jackson, C.H.1    Sharples, L.D.2
  • 39
    • 2442490584 scopus 로고    scopus 로고
    • A SAS macro for estimating transition probabilities in semiparametric models for recurrent events
    • Paes A., Lima A. A SAS macro for estimating transition probabilities in semiparametric models for recurrent events. Computer Methods and Programs in Biomedicine 2004; 75: 59-65.
    • (2004) Computer Methods and Programs in Biomedicine , vol.75 , pp. 59-65
    • Paes, A.1    Lima, A.2
  • 40
    • 2942748361 scopus 로고    scopus 로고
    • SAS macro program for non-homogeneous Markov process in modeling multi-state disease progression
    • Hui-Min W., Ming-Fang Y., Hsiu-Hsi C. SAS macro program for non-homogeneous Markov process in modeling multi-state disease progression. Computer Methods and Programs in Biomedicine 2004; 75: 95-105.
    • (2004) Computer Methods and Programs in Biomedicine , vol.75 , pp. 95-105
    • Hui-Min, W.1    Ming-Fang, Y.2    Hsiu-Hsi, C.3
  • 41
    • 1442359831 scopus 로고    scopus 로고
    • SAS macros for estimation of the cumulative incidence functions based on a Cox regression model for competing risks survival data
    • Rosthøj S., Andersen PK, Abildstrom SZ SAS macros for estimation of the cumulative incidence functions based on a Cox regression model for competing risks survival data. Computer Methods and Programs in Biomedicine 2004; 74: 69-75.
    • (2004) Computer Methods and Programs in Biomedicine , vol.74 , pp. 69-75
    • Rosthøj, S.1    Andersen, P.K.2    Abildstrom, S.Z.3
  • 42
    • 34047268122 scopus 로고    scopus 로고
    • Changelos: An R-package for change in length of hospital stay based on the Aalen-Johansen estimator
    • Wangler M., Beyersmann J., Schumacher M. Changelos: An R-package for change in length of hospital stay based on the Aalen-Johansen estimator. R News 2006; 6: 31-5.
    • (2006) R News , vol.6 , pp. 31-35
    • Wangler, M.1    Beyersmann, J.2    Schumacher, M.3
  • 45
    • 0031014135 scopus 로고    scopus 로고
    • Time-to-event analysis of longitudinal follow-up of a survey: Choice of time scale
    • Korn EL, Graubard BI, Midhune D. Time-to-event analysis of longitudinal follow-up of a survey: Choice of time scale. American Journal of Epidemiology 1997; 145: 72-80.
    • (1997) American Journal of Epidemiology , vol.145 , pp. 72-80
    • Korn, E.L.1    Graubard, B.I.2    Midhune, D.3
  • 46
    • 11344283814 scopus 로고    scopus 로고
    • Choice of time-scale in Cox's model analysis of epidemiologic cohort data: A simulation study
    • Thiébaut A., Bénichou J. Choice of time-scale in Cox's model analysis of epidemiologic cohort data: A simulation study. Statistics in Medicine 2004; 23: 3803-20.
    • (2004) Statistics in Medicine , vol.23 , pp. 3803-3820
    • Thiébaut, A.1    Bénichou, J.2
  • 47
    • 33847710702 scopus 로고    scopus 로고
    • Choice of time scale and its effect on significance of predictors in longitudinal studies
    • Pencina MJ, Larson MG, D'Agostino RB Choice of time scale and its effect on significance of predictors in longitudinal studies. Statistics in Medicine 2007; 26: 1343-59.
    • (2007) Statistics in Medicine , vol.26 , pp. 1343-1359
    • Pencina, M.J.1    Larson, M.G.2    D'Agostino, R.B.3
  • 48
    • 0001646484 scopus 로고
    • Cox's regression model for counting processes: A large sample study
    • Andersen PK, Gill RD Cox's regression model for counting processes: A large sample study. Annals of Statististics 1982; 10: 1100-20.
    • (1982) Annals of Statististics , vol.10 , pp. 1100-1120
    • Andersen, P.K.1    Gill, R.D.2
  • 50
    • 0028181817 scopus 로고
    • Multi-state Markov models for analysing incomplete disease history data with illustrations for HIV disease
    • Gentleman RC, Lawless JF, Lindsey JC, Yan P. Multi-state Markov models for analysing incomplete disease history data with illustrations for HIV disease. Statistics in Medicine 1994; 13: 805-21.
    • (1994) Statistics in Medicine , vol.13 , pp. 805-821
    • Gentleman, R.C.1    Lawless, J.F.2    Lindsey, J.C.3    Yan, P.4
  • 51
    • 0037100244 scopus 로고    scopus 로고
    • A Pearson-type goodness-of-fit test for stationary and time-continuous Markov regression models
    • Aguirre-Hernández R., Farewell VT A Pearson-type goodness-of-fit test for stationary and time-continuous Markov regression models. Statistics in Medicine 2002; 21: 1899-911.
    • (2002) Statistics in Medicine , vol.21 , pp. 1899-1911
    • Aguirre-Hernández, R.1    Farewell, V.T.2
  • 52
    • 44649181584 scopus 로고    scopus 로고
    • A general goodness-of-fit test for Markov and hidden Markov models
    • DOI 10.1002/sim.3033
    • Statistics in Medicine 2002; 21: 1899 - 911. 52 Titman AC, Sharples LD A general goodness-of-fit test for Markov and hidden Markov models. Statistics in Medicine 2007. DOI 10.1002/sim.3033
    • (2007) Statistics in Medicine
    • Titman, A.C.1    Sharples, L.D.2
  • 54
    • 84950449668 scopus 로고
    • Evaluation of response-time data involving transient states: An illustration using heart-transplant data
    • Mantel N., Byar DP Evaluation of response-time data involving transient states: An illustration using heart-transplant data. Journal of the American Statistical Association 1974; 69: 81-6.
    • (1974) Journal of the American Statistical Association , vol.69 , pp. 81-86
    • Mantel, N.1    Byar, D.P.2


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