메뉴 건너뛰기




Volumn 13, Issue 3, 2007, Pages 333-350

Cox regression analysis in presence of collinearity: An application to assessment of health risks associated with occupational radiation exposure

Author keywords

Collinearity; Cox proportional hazards model; Occupational exposure; Ridge regression

Indexed keywords

ADULT; AGE; ARTICLE; COMPUTER SIMULATION; HUMAN; MALE; OCCUPATIONAL DISEASE; OCCUPATIONAL EXPOSURE; PROPORTIONAL HAZARDS MODEL; RADIATION INJURY; STATISTICAL ANALYSIS; SURVIVAL;

EID: 34548575438     PISSN: 13807870     EISSN: None     Source Type: Journal    
DOI: 10.1007/s10985-007-9045-1     Document Type: Article
Times cited : (39)

References (30)
  • 1
    • 0035873821 scopus 로고    scopus 로고
    • Logistic regression when binary predictor variables are highly correlated
    • Barker L and Brown C (2001). Logistic regression when binary predictor variables are highly correlated. Stat Med 20: 1431-1442
    • (2001) Stat Med , vol.20 , pp. 1431-1442
    • Barker, L.1    Brown, C.2
  • 2
    • 0028930232 scopus 로고
    • Effects of low doses and low dose rates of external ionizing radiation: Cancer mortality among nuclear industry workers in three countries
    • Cardis E, Gilbert E and Carpenter L (1995). Effects of low doses and low dose rates of external ionizing radiation: cancer mortality among nuclear industry workers in three countries. Radiat Res 142: 117-132
    • (1995) Radiat Res , vol.142 , pp. 117-132
    • Cardis, E.1    Gilbert, E.2    Carpenter, L.3
  • 4
    • 0012779818 scopus 로고
    • Confidence intervals in ridge regression by bootstrapping the dependent variable: A simulation study
    • Crivelli A, Firinguetti L, Montano R and Munoz M (1995). Confidence intervals in ridge regression by bootstrapping the dependent variable: a simulation study. Commun Statist Simula 24: 631-652
    • (1995) Commun Statist Simula , vol.24 , pp. 631-652
    • Crivelli, A.1    Firinguetti, L.2    Montano, R.3    Munoz, M.4
  • 5
    • 0000336139 scopus 로고
    • Regression models and life tables (with discussion)
    • Cox DR (1972). Regression models and life tables (with discussion). J Royal Stat Soc Series B 34: 187-220
    • (1972) J Royal Stat Soc Series B , vol.34 , pp. 187-220
    • Cox, D.R.1
  • 8
    • 0011555767 scopus 로고
    • A simulation study of some ridge estimators
    • Gibbons DG (1981). A simulation study of some ridge estimators. J Am Stat Assoc 76: 131-139
    • (1981) J Am Stat Assoc , vol.76 , pp. 131-139
    • Gibbons, D.G.1
  • 9
    • 0024571384 scopus 로고
    • Issues in analyzing the effects of occupational exposure to low levels of radiation
    • Gilbert ES (1989). Issues in analyzing the effects of occupational exposure to low levels of radiation. Stat Med 8: 173-187
    • (1989) Stat Med , vol.8 , pp. 173-187
    • Gilbert, E.S.1
  • 11
    • 0027765766 scopus 로고
    • Updated analyses of combined mortality data for workers at the hanford site, oak ridge national laboratory, and rocky flats weapons plant
    • Gilbert ES, Cragle D and Wiggs L (1993b). Updated analyses of combined mortality data for workers at the hanford site, oak ridge national laboratory, and rocky flats weapons plant. Radiat Res 136: 408-421
    • (1993) Radiat Res , vol.136 , pp. 408-421
    • Gilbert, E.S.1    Cragle, D.2    Wiggs, L.3
  • 12
    • 0036968865 scopus 로고    scopus 로고
    • Penalized partial likelihood regression for right censored data with bootstrap selection of the penalty parameter
    • Huang J and Harrington D (2002). Penalized partial likelihood regression for right censored data with bootstrap selection of the penalty parameter. Biometrics 58: 781-791
    • (2002) Biometrics , vol.58 , pp. 781-791
    • Huang, J.1    Harrington, D.2
  • 13
    • 84942484786 scopus 로고
    • Ridge regression: Biased estimation for nonorthogonal problems
    • Hoerl AE and Kennard RW (1970a). Ridge regression: biased estimation for nonorthogonal problems. Technometrics 12: 55-67
    • (1970) Technometrics , vol.12 , pp. 55-67
    • Hoerl, A.E.1    Kennard, R.W.2
  • 14
    • 0001580560 scopus 로고
    • Ridge regression: Some simulations
    • 2
    • Hoerl AE and Kennard RW (1970b). Ridge regression: some simulations. Commun Stat 4(2): 1105-1123
    • (1970) Commun Stat , vol.4 , pp. 1105-1123
    • Hoerl, A.E.1    Kennard, R.W.2
  • 15
    • 0034523020 scopus 로고    scopus 로고
    • Joint effects of nine polychlorinated biphenyl (PCB) congeners on breast cancer risk
    • Holford TR, Zheng T, Mayne S, Zahm SH, Tessari JD and Boyle P (2000). Joint effects of nine polychlorinated biphenyl (PCB) congeners on breast cancer risk. Int J Epidemiol 29: 975-982
    • (2000) Int J Epidemiol , vol.29 , pp. 975-982
    • Holford, T.R.1    Zheng, T.2    Mayne, S.3    Zahm, S.H.4    Tessari, J.D.5    Boyle, P.6
  • 16
    • 0023777146 scopus 로고
    • Effects of mismodelling and mismeasuring explanatory variables on tests of their association with a response variable
    • Lagakos SW (1988). Effects of mismodelling and mismeasuring explanatory variables on tests of their association with a response variable. Stat Med 7: 257-274
    • (1988) Stat Med , vol.7 , pp. 257-274
    • Lagakos, S.W.1
  • 18
    • 0037055623 scopus 로고    scopus 로고
    • Removal of radiation dose response effects: An example of over-matching
    • Marsh JL, Hutton JL and Binks K (2002). Removal of radiation dose response effects: an example of over-matching. Brit. Med. J 325: 327-330
    • (2002) Brit. Med. J , vol.325 , pp. 327-330
    • Marsh, J.L.1    Hutton, J.L.2    Binks, K.3
  • 20
  • 21
    • 0025371269 scopus 로고
    • Occupational radiation studies: Status, problems and prospects
    • Shore RE (1990). Occupational radiation studies: status, problems and prospects. Health Phys 59: 63-68
    • (1990) Health Phys , vol.59 , pp. 63-68
    • Shore, R.E.1
  • 22
    • 85194972808 scopus 로고    scopus 로고
    • Regression shrinkage and selection via the lasso
    • Tibshirani R (1996). Regression shrinkage and selection via the lasso. J Royal Stat Soc Series B 58: 267-288
    • (1996) J Royal Stat Soc Series B , vol.58 , pp. 267-288
    • Tibshirani, R.1
  • 23
    • 0031015557 scopus 로고    scopus 로고
    • The lasso method for variable selection in the cox model
    • Tibshirani R (1997). The lasso method for variable selection in the cox model. Stat Med 16: 385-395
    • (1997) Stat Med , vol.16 , pp. 385-395
    • Tibshirani, R.1
  • 24
    • 0035530906 scopus 로고    scopus 로고
    • Shrinkage and penalized likelihood as methods to improve predictive accuracy
    • Van Houwelingen JC (2001). Shrinkage and penalized likelihood as methods to improve predictive accuracy. Stat Neerlandica 55: 17-34
    • (2001) Stat Neerlandica , vol.55 , pp. 17-34
    • Van Houwelingen, J.C.1
  • 25
    • 0028572354 scopus 로고
    • Penalized likelihood in cox regression
    • Verweij PJM and van Houwelingen HC (1994). Penalized likelihood in cox regression. Stat Med 13: 2427-2436
    • (1994) Stat Med , vol.13 , pp. 2427-2436
    • Verweij, P.J.M.1    Van Houwelingen, H.C.2
  • 26
    • 0027765563 scopus 로고
    • Cross-validation in survival analysis
    • Verweij PJM and van Houwelingen HC (1993). Cross-validation in survival analysis. Stat Med 12: 2305-2314
    • (1993) Stat Med , vol.12 , pp. 2305-2314
    • Verweij, P.J.M.1    Van Houwelingen, H.C.2
  • 27
    • 20444434500 scopus 로고
    • Mortality among workers at oak ridge national laboratory, evidence of radiation effects in follow-up through 1984
    • Wing S, Shy CM, Wood JL, Wolf S, Cragle DL and Frome EL (1991). Mortality among workers at oak ridge national laboratory, evidence of radiation effects in follow-up through 1984. J Am Med Assoc 265: 1397-1402
    • (1991) J Am Med Assoc , vol.265 , pp. 1397-1402
    • Wing, S.1    Shy, C.M.2    Wood, J.L.3    Wolf, S.4    Cragle, D.L.5    Frome, E.L.6
  • 28
    • 0027401628 scopus 로고
    • Job factors, radiation and cancer mortality at oak ridge national laboratory: Follow up through 1984
    • Wing S, Shy CM, Wood JL, Wolf S, Cragle DL, Tankersley W and Frome EL (1993). Job factors, radiation and cancer mortality at oak ridge national laboratory: follow up through 1984. Am J Indust Med 23: 265-279
    • (1993) Am J Indust Med , vol.23 , pp. 265-279
    • Wing, S.1    Shy, C.M.2    Wood, J.L.3    Wolf, S.4    Cragle, D.L.5    Tankersley, W.6    Frome, E.L.7
  • 29
    • 0033026572 scopus 로고    scopus 로고
    • Greater sensitivity to ionizing radiation at older age: Follow-up of workers at oak ridge national laboratory through 1990
    • Wing S and Richardson DB (1999). Greater sensitivity to ionizing radiation at older age: follow-up of workers at oak ridge national laboratory through 1990. Int J Epidemiol 28: 428-436
    • (1999) Int J Epidemiol , vol.28 , pp. 428-436
    • Wing, S.1    Richardson, D.B.2
  • 30
    • 4644234598 scopus 로고    scopus 로고
    • Estimating the dose response relationship for occupational radiation exposure measured with minimum detection level
    • Xue X, Shore RE, Ye X and Kim MY (2004). Estimating the dose response relationship for occupational radiation exposure measured with minimum detection level. Health Phys 87: 397-404
    • (2004) Health Phys , vol.87 , pp. 397-404
    • Xue, X.1    Shore, R.E.2    Ye, X.3    Kim, M.Y.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.