메뉴 건너뛰기




Volumn 2013, Issue , 2013, Pages

SmoothHR: An R package for pointwise nonparametric estimation of hazard ratio curves of continuous predictors

Author keywords

[No Author keywords available]

Indexed keywords

DEGREES OF FREEDOM (MECHANICS); REGRESSION ANALYSIS;

EID: 84893764812     PISSN: 1748670X     EISSN: 17486718     Source Type: Journal    
DOI: 10.1155/2013/745742     Document Type: Article
Times cited : (122)

References (26)
  • 1
    • 0000336139 scopus 로고
    • Regression models and life tables (with discussion)
    • Cox D., Regression models and life tables (with discussion). Journal of the Royal Statistical Society B 1972 34 187 220
    • (1972) Journal of the Royal Statistical Society B , vol.34 , pp. 187-220
    • Cox, D.1
  • 3
    • 0025677550 scopus 로고
    • Exploring the nature of covariate effects in the proportional hazards model
    • 2-s2.0-0025677550
    • Hastie T., Tibshirani R., Exploring the nature of covariate effects in the proportional hazards model. Biometrics 1990 46 4 1005 1016 2-s2.0-0025677550
    • (1990) Biometrics , vol.46 , Issue.4 , pp. 1005-1016
    • Hastie, T.1    Tibshirani, R.2
  • 4
    • 21144472187 scopus 로고
    • Flexible methods for analyzing survival data using splines, with application to breast cancer prognosis
    • Gray R., Flexible methods for analyzing survival data using splines, with application to breast cancer prognosis. Journal of the American Statistical Association 1992 87 942 951
    • (1992) Journal of the American Statistical Association , vol.87 , pp. 942-951
    • Gray, R.1
  • 5
    • 0034237941 scopus 로고    scopus 로고
    • Functional ANOVA modeling for proportional hazards regression
    • Huang J. Z., Kooperberg C., Stone C. J., Truong Y. K., Functional ANOVA modeling for proportional hazards regression. Annals of Statistics 2000 28 4 961 999 2-s2.0-0034237941 (Pubitemid 33228596)
    • (2000) Annals of Statistics , vol.28 , Issue.4 , pp. 961-999
    • Huang, J.Z.1    Kooperberg, C.2    Stone, C.J.3    Truong, Y.K.4
  • 6
    • 33748791723 scopus 로고    scopus 로고
    • Polynomial spline estimation and inference of proportional hazards regression models with flexible relative risk form
    • DOI 10.1111/j.1541-0420.2005.00519.x
    • Huang J. Z., Liu L., Polynomial spline estimation and inference of proportional hazards regression models with flexible relative risk form. Biometrics 2006 62 3 793 955 2-s2.0-33748791723 10.1111/j.1541-0420.2005.00519.x (Pubitemid 44410637)
    • (2006) Biometrics , vol.62 , Issue.3
    • Huang, J.Z.1    Liu, L.2
  • 8
    • 25444532788 scopus 로고    scopus 로고
    • Flexible smoothing with B-splines and penalties
    • Eilers P. H. C., Marx B. D., Flexible smoothing with B-splines and penalties. Statistical Science 1996 11 2 89 121 2-s2.0-25444532788 (Pubitemid 126706128)
    • (1996) Statistical Science , vol.11 , Issue.2 , pp. 89-121
    • Eilers, P.H.C.1    Marx, B.D.2
  • 9
    • 77957312449 scopus 로고    scopus 로고
    • Flexible hazard ratio curves for continuous predictors in multi-state models: An application to breast cancer data
    • 2-s2.0-77957312449 10.1177/1471082X0801000303
    • Cadarso-Suárez C., Meira-Machado L., Kneib T., Gude F., Flexible hazard ratio curves for continuous predictors in multi-state models: an application to breast cancer data. Statistical Modelling 2010 10 3 291 314 2-s2.0-77957312449 10.1177/1471082X0801000303
    • (2010) Statistical Modelling , vol.10 , Issue.3 , pp. 291-314
    • Cadarso-Suárez, C.1    Meira-Machado, L.2    Kneib, T.3    Gude, F.4
  • 10
    • 0016355478 scopus 로고
    • A new look at the statistical model identification
    • 2-s2.0-0016355478
    • Akaike H., A new look at the statistical model identification. IEEE Transactions on Automatic Control 1974 19 6 716 723 2-s2.0-0016355478
    • (1974) IEEE Transactions on Automatic Control , vol.19 , Issue.6 , pp. 716-723
    • Akaike, H.1
  • 12
    • 0000120766 scopus 로고
    • Estimating the dimension of a model
    • Schwarz G., Estimating the dimension of a model. The Annals of Statistics 1978 6 461 464
    • (1978) The Annals of Statistics , vol.6 , pp. 461-464
    • Schwarz, G.1
  • 13
    • 0034059779 scopus 로고    scopus 로고
    • Bayesian information criterion for censored survival models
    • Volinsky C. T., Raftery A. E., Bayesian information criterion for censored survival models. Biometrics 2000 56 1 256 262 2-s2.0-0034059779 (Pubitemid 30165117)
    • (2000) Biometrics , vol.56 , Issue.1 , pp. 256-262
    • Volinsky, C.T.1    Raftery, A.E.2
  • 15
    • 0000619374 scopus 로고
    • Misspecified proportional hazard models
    • 2-s2.0-0000619374 10.1093/biomet/73.2.363
    • Struthers C. A., Kalbfleisch J. D., Misspecified proportional hazard models. Biometrika 1986 73 2 363 369 2-s2.0-0000619374 10.1093/biomet/73.2.363
    • (1986) Biometrika , vol.73 , Issue.2 , pp. 363-369
    • Struthers, C.A.1    Kalbfleisch, J.D.2
  • 16
    • 0000509833 scopus 로고
    • Model misspecification in proportional hazards regression
    • Anderson G., Fleming T., Model misspecification in proportional hazards regression. Biometrika 1995 82 527 541
    • (1995) Biometrika , vol.82 , pp. 527-541
    • Anderson, G.1    Fleming, T.2
  • 17
    • 33847380991 scopus 로고    scopus 로고
    • A mixed model approach for geoadditive hazard regression
    • 2-s2.0-33847380991 10.1111/j.1467-9469.2006.00524.x
    • Kneib T., Fahrmeir L., A mixed model approach for geoadditive hazard regression. Scandinavian Journal of Statistics 2007 34 1 207 228 2-s2.0-33847380991 10.1111/j.1467-9469.2006.00524.x
    • (2007) Scandinavian Journal of Statistics , vol.34 , Issue.1 , pp. 207-228
    • Kneib, T.1    Fahrmeir, L.2
  • 18
    • 0024596532 scopus 로고
    • Flexible regression models with cubic splines
    • Durrleman S., Simon R., Flexible regression models with cubic splines. Statistics in Medicine 1989 8 5 551 561 2-s2.0-0024596532 (Pubitemid 19116001)
    • (1989) Statistics in Medicine , vol.8 , Issue.5 , pp. 551-561
    • Durrleman, S.1    Simon, R.2
  • 19
    • 0002432565 scopus 로고
    • Multivariate adaptive regression splines
    • Friedman J. H., Multivariate adaptive regression splines. The Annals of Statistics 1991 1 19 1 67
    • (1991) The Annals of Statistics , vol.1 , Issue.19 , pp. 1-67
    • Friedman, J.H.1
  • 20
    • 0037102914 scopus 로고    scopus 로고
    • Flexible parametric proportional-hazards and proportional-odds models for censored survival data, with application to prognostic modelling and estimation of treatment effects
    • DOI 10.1002/sim.1203
    • Royston P., Parmar M. K. B., Flexible parametric proportional-hazards and proportional-odds models for censored survival data, with application to prognostic modelling and estimation of treatment effects. Statistics in Medicine 2002 21 15 2175 2197 2-s2.0-0037102914 10.1002/sim.1203 (Pubitemid 34830755)
    • (2002) Statistics in Medicine , vol.21 , Issue.15 , pp. 2175-2197
    • Royston, P.1    Parmar, M.K.B.2
  • 21
    • 34548151529 scopus 로고    scopus 로고
    • Comparing smoothing techniques in Cox models for exposure-response relationships
    • DOI 10.1002/sim.2848
    • Govindarajulu U. S., Spiegelman D., Thurston S. W., Ganguli B., Eisen E. A., Comparing smoothing techniques in Cox models for exposure-response relationships. Statistics in Medicine 2007 26 20 3735 3752 2-s2.0-34548151529 10.1002/sim.2848 (Pubitemid 47307746)
    • (2007) Statistics in Medicine , vol.26 , Issue.20 , pp. 3735-3752
    • Govindarajulu, U.S.1    Spiegelman, D.2    Thurston, S.W.3    Ganguli, B.4    Eisen, E.A.5
  • 23
    • 84878648921 scopus 로고    scopus 로고
    • Analysis of heart transplant survival data using generalized additive models
    • 609857 10.1155/2013/609857
    • Tsujitani M., Tanaka Y., Analysis of heart transplant survival data using generalized additive models. Computational and Mathematical Methods in Medicine 2013 2013 7 609857 10.1155/2013/609857
    • (2013) Computational and Mathematical Methods in Medicine , vol.2013 , pp. 7
    • Tsujitani, M.1    Tanaka, Y.2
  • 25
    • 70449647008 scopus 로고
    • Proportional hazards tests and diagnostics based on weighted residuals
    • 2-s2.0-70449647008 10.1093/biomet/81.3.515
    • Grambsch P. M., Therneau T. M., Proportional hazards tests and diagnostics based on weighted residuals. Biometrika 1994 81 3 515 526 2-s2.0-70449647008 10.1093/biomet/81.3.515
    • (1994) Biometrika , vol.81 , Issue.3 , pp. 515-526
    • Grambsch, P.M.1    Therneau, T.M.2
  • 26
    • 70549111163 scopus 로고    scopus 로고
    • Admission and fasting plasma glucose for estimating risk of death of diabetic and nondiabetic patients with acute coronary syndrome: Nonlinearity of hazard ratios and time-dependent comparison
    • 2-s2.0-70549111163 10.1016/j.ahj.2009.10.004
    • Cid-Alvarez B., Gude F., Cadarso-Suarez C., Gonzalez-Babarro E., Rodriguez-Alvarez M. X., Garcia-Acuna J. M., Gonzalez-Juanatey J. R., Admission and fasting plasma glucose for estimating risk of death of diabetic and nondiabetic patients with acute coronary syndrome: nonlinearity of hazard ratios and time-dependent comparison. American Heart Journal 2009 158 6 989 997 2-s2.0-70549111163 10.1016/j.ahj.2009.10.004
    • (2009) American Heart Journal , vol.158 , Issue.6 , pp. 989-997
    • Cid-Alvarez, B.1    Gude, F.2    Cadarso-Suarez, C.3    Gonzalez-Babarro, E.4    Rodriguez-Alvarez, M.X.5    Garcia-Acuna, J.M.6    Gonzalez-Juanatey, J.R.7


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.