메뉴 건너뛰기




Volumn 30, Issue 22, 2011, Pages 2754-2764

Frailty models: Applications to biomedical and genetic studies

Author keywords

Correlated; Cox model; Frailty; Genetic; Tutorial

Indexed keywords

ARTICLE; CONTROLLED STUDY; DATA BASE; DIAGNOSTIC TEST; FAMILY STUDY; FRAILTY MODEL; GENETIC ANALYSIS; HAZARD ASSESSMENT; MATHEMATICAL ANALYSIS; MEDICAL RESEARCH; MULTIVARIATE ANALYSIS; NONPARAMETRIC TEST; RISK ASSESSMENT; STATISTICAL MODEL; SURVIVAL;

EID: 80052859423     PISSN: 02776715     EISSN: 10970258     Source Type: Journal    
DOI: 10.1002/sim.4277     Document Type: Article
Times cited : (37)

References (43)
  • 1
    • 0018503089 scopus 로고
    • The impact of heterogeneity in individual frailty on the dynamics of mortality
    • Vaupel JW, Manton KG, Stallard E. The impact of heterogeneity in individual frailty on the dynamics of mortality. Demography 1979; 16(3):439-454.
    • (1979) Demography , vol.16 , Issue.3 , pp. 439-454
    • Vaupel, J.W.1    Manton, K.G.2    Stallard, E.3
  • 5
    • 0034736561 scopus 로고    scopus 로고
    • Proportional hazards model with random effects
    • Vaida F, Xu R. Proportional hazards model with random effects. Statistics in Medicine 2000; 19:3309-3324.
    • (2000) Statistics in Medicine , vol.19 , pp. 3309-3324
    • Vaida, F.1    Xu, R.2
  • 6
    • 10344265691 scopus 로고    scopus 로고
    • Robust inference for univariate proportional hazards frailty regression models
    • Kosorok MR, Lee B-L, Fine JP. Robust inference for univariate proportional hazards frailty regression models. The Annals of Statistics 2004; 32(4):1448-1491.
    • (2004) The Annals of Statistics , vol.32 , Issue.4 , pp. 1448-1491
    • Kosorok, M.R.1    Lee, B.-L.2    Fine, J.P.3
  • 7
    • 10944227774 scopus 로고    scopus 로고
    • Semiparametric estimation of marginal hazard function from case-control family studies
    • Hsu L, Chen L, Gorfine M, Malone K. Semiparametric estimation of marginal hazard function from case-control family studies. Biometrics 2004; 60:936-944.
    • (2004) Biometrics , vol.60 , pp. 936-944
    • Hsu, L.1    Chen, L.2    Gorfine, M.3    Malone, K.4
  • 8
    • 0242285070 scopus 로고    scopus 로고
    • Parametric frailty and shared frailty survival models
    • Gutierrez RG. Parametric frailty and shared frailty survival models. The Stata Journal 2002; 2(1):22-44.
    • (2002) The Stata Journal , vol.2 , Issue.1 , pp. 22-44
    • Gutierrez, R.G.1
  • 9
    • 0029420405 scopus 로고
    • Frailty models for survival data
    • Hougaard P. Frailty models for survival data. Lifetime Data Analysis 1995; 1:255-273.
    • (1995) Lifetime Data Analysis , vol.1 , pp. 255-273
    • Hougaard, P.1
  • 11
    • 1842539312 scopus 로고    scopus 로고
    • Checking for the gamma frailty distribution under the marginal proportional hazards frailty model
    • Cui S, Sun Y. Checking for the gamma frailty distribution under the marginal proportional hazards frailty model. Statistica Sinica 2004; 14:249-267.
    • (2004) Statistica Sinica , vol.14 , pp. 249-267
    • Cui, S.1    Sun, Y.2
  • 12
    • 0038316696 scopus 로고    scopus 로고
    • Maximum penalized likelihood estimation in a gamma-frailty model
    • Rondeau V, Commenges D, Joly P. Maximum penalized likelihood estimation in a gamma-frailty model. Lifetime Data Analysis 2003; 9:139-153.
    • (2003) Lifetime Data Analysis , vol.9 , pp. 139-153
    • Rondeau, V.1    Commenges, D.2    Joly, P.3
  • 13
    • 0002205624 scopus 로고
    • Multivariate survival analysis based on frailty models
    • AP Basu (ed), North Holland: New York
    • Costigan TM, Klein JP. 1993. Multivariate survival analysis based on frailty models, InAdvances in Reliability. AP Basu (ed), North Holland: New York; 43-58.
    • (1993) Advances in Reliability , pp. 43-58
    • Costigan, T.M.1    Klein, J.P.2
  • 14
    • 80052828934 scopus 로고    scopus 로고
    • Model determination for multivariate survival data under gamma frailty models, ASA Proceedings of the Biometrics Section
    • Aslanidou H, Dey DK. Model determination for multivariate survival data under gamma frailty models, ASA Proceedings of the Biometrics Section, 1996; 292-297.
    • (1996) , pp. 292-297
    • Aslanidou, H.1    Dey, D.K.2
  • 15
    • 12744279314 scopus 로고    scopus 로고
    • Random-effects Cox proportional hazard model: general variance components methods for time-to-event data
    • Pankratz VS, de Andrade M, Therneau TM. Random-effects Cox proportional hazard model: general variance components methods for time-to-event data. Genetic Epidemiology 2005; 28:97-109.
    • (2005) Genetic Epidemiology , vol.28 , pp. 97-109
    • Pankratz, V.S.1    de Andrade, M.2    Therneau, T.M.3
  • 16
    • 5344244656 scopus 로고    scopus 로고
    • R Development Core Team. R Foundation for Statistical Computing: Vienna, Austria
    • R Development Core Team. R: A language and environment for statistical computing. R Foundation for Statistical Computing: Vienna, Austria, 2008.
    • (2008) R: A language and environment for statistical computing
  • 17
    • 80052851687 scopus 로고    scopus 로고
    • Survival: Survival analysis, including penalized likelihood. R package version 2.34-1,.
    • Therneau T, Lumley T. Survival: Survival analysis, including penalized likelihood. R package version 2.34-1, 2008.
    • (2008)
    • Therneau, T.1    Lumley, T.2
  • 18
    • 80052852826 scopus 로고    scopus 로고
    • Kinship: Mixed-effects Cox models, sparse matrices, and modeling data from large pedigrees. R package version 1.1.0-19
    • Therneau T. Kinship: Mixed-effects Cox models, sparse matrices, and modeling data from large pedigrees. R package version 1.1.0-19, 2008.
    • (2008)
    • Therneau, T.1
  • 19
    • 0033635611 scopus 로고    scopus 로고
    • Estimation of multivariate frailty models using penalized partial likelihood
    • Ripatti S, Palmgren J. Estimation of multivariate frailty models using penalized partial likelihood. Biometrics 2000; 56:1016-1022.
    • (2000) Biometrics , vol.56 , pp. 1016-1022
    • Ripatti, S.1    Palmgren, J.2
  • 20
    • 0001586999 scopus 로고
    • Life table methods for heterogeneous populations: distributions describing the heterogeneity
    • Hougaard P. Life table methods for heterogeneous populations: distributions describing the heterogeneity. Biometrika 1984; 71(1):75-83.
    • (1984) Biometrika , vol.71 , Issue.1 , pp. 75-83
    • Hougaard, P.1
  • 21
    • 59049094642 scopus 로고    scopus 로고
    • Weibull extension of bivariate exponential regression model with different frailty distributions
    • Hanagal DD. Weibull extension of bivariate exponential regression model with different frailty distributions. Statistical Papers 2009; 50(1):29-49.
    • (2009) Statistical Papers , vol.50 , Issue.1 , pp. 29-49
    • Hanagal, D.D.1
  • 22
    • 0029005552 scopus 로고
    • A comparison of frailty models for multivariate survival data
    • Pickles A, Crouchley R. A comparison of frailty models for multivariate survival data. Statistics in Medicine 1995; 14:1447-1461.
    • (1995) Statistics in Medicine , vol.14 , pp. 1447-1461
    • Pickles, A.1    Crouchley, R.2
  • 23
    • 0000159540 scopus 로고
    • A method for minimizing the impact of distributional assumptions in econometric models for duration data
    • Heckman JJ, Singer B. A method for minimizing the impact of distributional assumptions in econometric models for duration data. Econometrica 1984; 52:271-320.
    • (1984) Econometrica , vol.52 , pp. 271-320
    • Heckman, J.J.1    Singer, B.2
  • 24
    • 17444363824 scopus 로고    scopus 로고
    • Small sample bias in the gamma frailty model for univariate survival
    • Barker P, Henderson R. Small sample bias in the gamma frailty model for univariate survival. Lifetime Data Analysis 2005; 11:265-284.
    • (2005) Lifetime Data Analysis , vol.11 , pp. 265-284
    • Barker, P.1    Henderson, R.2
  • 25
    • 0001044203 scopus 로고
    • Econometric methods for the duration of unemployment
    • Lancaster T. Econometric methods for the duration of unemployment. Econometrica 1979; 47(4):939-956.
    • (1979) Econometrica , vol.47 , Issue.4 , pp. 939-956
    • Lancaster, T.1
  • 26
    • 0026781058 scopus 로고
    • Semiparametric estimation of random effects using the Cox model based on the EM algorithm
    • Klein JP. Semiparametric estimation of random effects using the Cox model based on the EM algorithm. Biometrics 1992; 48:795-806.
    • (1992) Biometrics , vol.48 , pp. 795-806
    • Klein, J.P.1
  • 29
    • 0036173263 scopus 로고    scopus 로고
    • Bayesian inference for multivariate survival data with a cure fraction
    • Chen M-H, Ibrahim JG, Sinha D. Bayesian inference for multivariate survival data with a cure fraction. Journal of Multivariate Analysis 2002; 80(1):101-126.
    • (2002) Journal of Multivariate Analysis , vol.80 , Issue.1 , pp. 101-126
    • Chen, M.-H.1    Ibrahim, J.G.2    Sinha, D.3
  • 30
    • 80052859843 scopus 로고    scopus 로고
    • Markov chain Monte Carlo methods for inference in frailty models with doubly-censored data
    • Jones G. Markov chain Monte Carlo methods for inference in frailty models with doubly-censored data. Journal of Data Science 2004; 2:33-47.
    • (2004) Journal of Data Science , vol.2 , pp. 33-47
    • Jones, G.1
  • 32
    • 0032416632 scopus 로고    scopus 로고
    • Multivariate survival data under bivariate frailty: an estimating equation approach
    • Xue X. Multivariate survival data under bivariate frailty: an estimating equation approach. Biometrics 1998; 54(4):1631-1637.
    • (1998) Biometrics , vol.54 , Issue.4 , pp. 1631-1637
    • Xue, X.1
  • 33
    • 0001383947 scopus 로고    scopus 로고
    • Checking the adequacy of the gamma frailty model for multivariate failure times
    • Glidden DV. Checking the adequacy of the gamma frailty model for multivariate failure times. Biometrika 1999; 86:381-393.
    • (1999) Biometrika , vol.86 , pp. 381-393
    • Glidden, D.V.1
  • 34
    • 0035375222 scopus 로고    scopus 로고
    • Diagnostic plots for assessing the frailty distribution in multivariate survival data
    • Viswanathan B, Manatunga AK. Diagnostic plots for assessing the frailty distribution in multivariate survival data. Lifetime Data Analysis 2001; 7:143-155.
    • (2001) Lifetime Data Analysis , vol.7 , pp. 143-155
    • Viswanathan, B.1    Manatunga, A.K.2
  • 35
    • 17444410388 scopus 로고    scopus 로고
    • A diagnostic for association in bivariate survival models
    • Chen M-C, Bandeen-Roche K. A diagnostic for association in bivariate survival models. Lifetime Data Analysis 2005; 11:245-264.
    • (2005) Lifetime Data Analysis , vol.11 , pp. 245-264
    • Chen, M.-C.1    Bandeen-Roche, K.2
  • 36
    • 21844522789 scopus 로고
    • Consistency in a proportional hazards model incorporating a random effect
    • Murphy S. Consistency in a proportional hazards model incorporating a random effect. Annals of Statistics 1994; 22:712-731.
    • (1994) Annals of Statistics , vol.22 , pp. 712-731
    • Murphy, S.1
  • 37
    • 21844510373 scopus 로고
    • Asymptotic theory for the frailty model
    • Murphy S. Asymptotic theory for the frailty model. Annals of Statistics 1995; 23(1):182-198.
    • (1995) Annals of Statistics , vol.23 , Issue.1 , pp. 182-198
    • Murphy, S.1
  • 38
    • 0032395685 scopus 로고    scopus 로고
    • Asymptotic theory for the correlated gamma-frailty model
    • Parner E. Asymptotic theory for the correlated gamma-frailty model. Annals of Statistics 1998; 26(1):183-214.
    • (1998) Annals of Statistics , vol.26 , Issue.1 , pp. 183-214
    • Parner, E.1
  • 39
    • 21144470744 scopus 로고
    • Estimating a multivariate proportional hazards model for clustered data using the EM Algorithm, with an application to child survival in Guatemala
    • Guo G, Rodriguez G. Estimating a multivariate proportional hazards model for clustered data using the EM Algorithm, with an application to child survival in Guatemala. Journal of the American Statistical Association 1992; 87(420):969-976.
    • (1992) Journal of the American Statistical Association , vol.87 , Issue.420 , pp. 969-976
    • Guo, G.1    Rodriguez, G.2
  • 40
    • 0023282569 scopus 로고
    • Reproductive patterns and child mortality in Guatemala
    • Pebley A, Stupp P. Reproductive patterns and child mortality in Guatemala. Demography 1987; 24:43-60.
    • (1987) Demography , vol.24 , pp. 43-60
    • Pebley, A.1    Stupp, P.2
  • 42
    • 0031966959 scopus 로고    scopus 로고
    • Multipoint quantitative-trait linkage analysis in general pedigrees
    • Almasy L, Blangero J. Multipoint quantitative-trait linkage analysis in general pedigrees. American Journal of Human Genetics 1998; 62(5):1198-1211.
    • (1998) American Journal of Human Genetics , vol.62 , Issue.5 , pp. 1198-1211
    • Almasy, L.1    Blangero, J.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.