메뉴 건너뛰기




Volumn 110, Issue 510, 2015, Pages 697-710

Objective Bayesian Survival Analysis Using Shape Mixtures of Log-Normal Distributions

Author keywords

Jeffreys prior; Outlier detection; Posterior existence; Set observations

Indexed keywords


EID: 84936743927     PISSN: 01621459     EISSN: 1537274X     Source Type: Journal    
DOI: 10.1080/01621459.2014.923316     Document Type: Article
Times cited : (16)

References (35)
  • 1
    • 34247339211 scopus 로고    scopus 로고
    • Bayesian Analysis of Generalized Odds-Rate Hazards Models for Survival Data
    • T.Banerjee,, M.Chen,, D.Dey,, and S.Kim, (2007), “Bayesian Analysis of Generalized Odds-Rate Hazards Models for Survival Data,” Lifetime Data Analysis, 13, 241–260.
    • (2007) Lifetime Data Analysis , vol.13 , pp. 241-260
    • Banerjee, T.1    Chen, M.2    Dey, D.3    Kim, S.4
  • 2
    • 46349107106 scopus 로고    scopus 로고
    • A New Class of Survival Regression Models With Heavy-Tailed Errors: Robustness and Diagnostics
    • M.Barros,, G.Paula,, and V.Leiva, (2008), “A New Class of Survival Regression Models With Heavy-Tailed Errors: Robustness and Diagnostics,” Lifetime Data Analysis, 14, 316–332.
    • (2008) Lifetime Data Analysis , vol.14 , pp. 316-332
    • Barros, M.1    Paula, G.2    Leiva, V.3
  • 5
    • 62749083908 scopus 로고    scopus 로고
    • Bayesian Case Influence Diagnostics for Survival Models
    • H.Cho,, J.G.Ibrahim,, D.Sinha,, and H.Zhu, (2009), “Bayesian Case Influence Diagnostics for Survival Models,” Biometrics, 65, 116–124.
    • (2009) Biometrics , vol.65 , pp. 116-124
    • Cho, H.1    Ibrahim, J.G.2    Sinha, D.3    Zhu, H.4
  • 6
    • 17944374775 scopus 로고    scopus 로고
    • On the Dangers of Modelling Through Continuous Distribution: A Bayesian Perspective
    • Bernardo J.M., Berger J.O., Dawid A.P., Smith A.F.M., (eds), Oxford, UK: Oxford University Press
    • C.Fernández,, and M.Steel, (1998), “On the Dangers of Modelling Through Continuous Distribution: A Bayesian Perspective,” in Bayesian Statistics 6, eds. J.M.Bernardo, J.O.Berger, A.P.Dawid, and A.F.M.Smith, Oxford, UK: Oxford University Press, pp. 213–238.
    • (1998) Bayesian Statistics 6 , pp. 213-238
    • Fernández, C.1    Steel, M.2
  • 7
    • 33746447668 scopus 로고    scopus 로고
    • Multivariate Student-t Regression Models: Pitfalls and Inference
    • ——— (1999), “Multivariate Student-t Regression Models: Pitfalls and Inference,” Biometrika, 86, 153–167.
    • (1999) Biometrika , vol.86 , pp. 153-167
  • 8
    • 0034404486 scopus 로고    scopus 로고
    • Bayesian Regression Analysis With Scale Mixtures of Normals
    • ——— (2000), “Bayesian Regression Analysis With Scale Mixtures of Normals,” Econometric Theory, 16, 80–101.
    • (2000) Econometric Theory , vol.16 , pp. 80-101
  • 9
    • 44849125130 scopus 로고    scopus 로고
    • Objective Bayesian Analysis for the Student-t Regression Model
    • T.Fonseca,, M.Ferreira,, and H.Migon, (2008), “Objective Bayesian Analysis for the Student-t Regression Model,” Biometrika, 95, 325–333.
    • (2008) Biometrika , vol.95 , pp. 325-333
    • Fonseca, T.1    Ferreira, M.2    Migon, H.3
  • 11
    • 33846106535 scopus 로고    scopus 로고
    • Inference for Mixtures of Finite Polya Tree Models
    • T.Hanson, (2006), “Inference for Mixtures of Finite Polya Tree Models,” Journal of the American Statistical Association, 101, 1548–1565.
    • (2006) Journal of the American Statistical Association , vol.101 , pp. 1548-1565
    • Hanson, T.1
  • 13
    • 0002241171 scopus 로고
    • On the Estimation of Long Tailed Skewed Distributions With Actuarial Applications
    • R.V.Hogg,, and S.A.Klugman, (1983), “On the Estimation of Long Tailed Skewed Distributions With Actuarial Applications,” Journal of Econometrics, 23, 91–102.
    • (1983) Journal of Econometrics , vol.23 , pp. 91-102
    • Hogg, R.V.1    Klugman, S.A.2
  • 14
    • 84867151416 scopus 로고    scopus 로고
    • Bayesian Auxiliary Variable Models for Binary and Multinomial Regression
    • C.Holmes,, and L.Held, (2006), “Bayesian Auxiliary Variable Models for Binary and Multinomial Regression,” Bayesian Analysis, 1, 145–168.
    • (2006) Bayesian Analysis , vol.1 , pp. 145-168
    • Holmes, C.1    Held, L.2
  • 15
    • 0001335802 scopus 로고
    • Mixtures of Exponential Distributions
    • N.Jewell, (1982), “Mixtures of Exponential Distributions,” The Annals of Statistics, 10, 479–484.
    • (1982) The Annals of Statistics , vol.10 , pp. 479-484
    • Jewell, N.1
  • 21
    • 58549083940 scopus 로고    scopus 로고
    • Bayesian Analysis of a Generalized Lognormal Distribution
    • J.Martín,, and C.Pérez, (2009), “Bayesian Analysis of a Generalized Lognormal Distribution,” Computational Statistics and Data Analysis, 53, 1377–1387.
    • (2009) Computational Statistics and Data Analysis , vol.53 , pp. 1377-1387
    • Martín, J.1    Pérez, C.2
  • 23
    • 84923013771 scopus 로고    scopus 로고
    • Moment-Type Estimation for Positive Stable Laws With Applications
    • S.Meintanis, (1998), “Moment-Type Estimation for Positive Stable Laws With Applications,” IAENG International Journal of Applied Mathematics, 38, 26–29.
    • (1998) IAENG International Journal of Applied Mathematics , vol.38 , pp. 26-29
    • Meintanis, S.1
  • 24
    • 84858749623 scopus 로고    scopus 로고
    • On Scale-Mixture Birnbaum-Saunders Distributions
    • A.Patriota, (2012), “On Scale-Mixture Birnbaum-Saunders Distributions,” Journal of Statistical Planning and Inference, 142, 2221–2226.
    • (2012) Journal of Statistical Planning and Inference , vol.142 , pp. 2221-2226
    • Patriota, A.1
  • 25
    • 84989405947 scopus 로고
    • Bayesian Analysis of Outlier Problems Using Divergence Measures
    • F.Peng,, and D.K.Dey, (1995), “Bayesian Analysis of Outlier Problems Using Divergence Measures,” The Canadian Journal of Statistics, 23, 199–213.
    • (1995) The Canadian Journal of Statistics , vol.23 , pp. 199-213
    • Peng, F.1    Dey, D.K.2
  • 27
    • 34548577575 scopus 로고    scopus 로고
    • Maximum Likelihood Estimation for Tied Survival Data Under Cox Regression Model via EM-Algorithm
    • T.H.Scheike,, and Y.Sun, (2007), “Maximum Likelihood Estimation for Tied Survival Data Under Cox Regression Model via EM-Algorithm,” Lifetime Data Analysis, 13, 399–420.
    • (2007) Lifetime Data Analysis , vol.13 , pp. 399-420
    • Scheike, T.H.1    Sun, Y.2
  • 30
    • 84950758368 scopus 로고
    • The Calculation of Posterior Distributions by Data Augmentation
    • M.Tanner,, and W.Wong, (1987), “The Calculation of Posterior Distributions by Data Augmentation,” Journal of the American Statistical Association, 82, 528–540.
    • (1987) Journal of the American Statistical Association , vol.82 , pp. 528-540
    • Tanner, M.1    Wong, W.2
  • 31
    • 78650384492 scopus 로고
    • Some Properties of Log-Laplace Distribution
    • Taillie C., Patil G.P., Baldessari B.A., (eds), Dordrecht: Reidel
    • V.Uppuluri, (1981), “Some Properties of Log-Laplace Distribution,” in Statistical Distributions in Scientific Work 4, eds. C.Taillie, G.P.Patil, and B.A.Baldessari, Dordrecht: Reidel, pp. 105–110.
    • (1981) Statistical Distributions in Scientific Work 4 , pp. 105-110
    • Uppuluri, V.1
  • 32
    • 21844487977 scopus 로고
    • Computing Bayes Factors by Using a Generalization of the Savage-Dickey Density Ratio
    • I.Verdinelli,, and L.Wasserman, (1995), “Computing Bayes Factors by Using a Generalization of the Savage-Dickey Density Ratio,” Journal of the American Statistical Association, 90, 614–618.
    • (1995) Journal of the American Statistical Association , vol.90 , pp. 614-618
    • Verdinelli, I.1    Wasserman, L.2
  • 33
    • 58549111054 scopus 로고
    • The Family of Normal and Lognormal Distributions of Order r
    • S.Vianelli, (1983), “The Family of Normal and Lognormal Distributions of Order r,” Metron, 41, 3–10.
    • (1983) Metron , vol.41 , pp. 3-10
    • Vianelli, S.1
  • 34
    • 0000108540 scopus 로고
    • Outlier Models and Prior Distributions in Bayesian Linear Regression
    • M.West, (1984), “Outlier Models and Prior Distributions in Bayesian Linear Regression,” Journal of the Royal Statistical Society, Series B, 46, 431–439.
    • (1984) Journal of the Royal Statistical Society, Series B , vol.46 , pp. 431-439
    • West, M.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.