메뉴 건너뛰기




Volumn 103, Issue 482, 2008, Pages 672-680

Penalized estimating functions and variable selection in semiparametric regression models

Author keywords

Accelerated failure time model; Buckley James estimator; Censoring; Least absolute shrinkage and selection operator; Least squares; Linear regression; Missing data; Smoothly clipped absolute deviation

Indexed keywords


EID: 49549107073     PISSN: 01621459     EISSN: None     Source Type: Journal    
DOI: 10.1198/016214508000000184     Document Type: Article
Times cited : (137)

References (32)
  • 1
    • 0018668029 scopus 로고
    • Linear Regression With Censored Data
    • Buckley, J., and James, I. (1979), "Linear Regression With Censored Data," Biometrika, 66, 429-436.
    • (1979) Biometrika , vol.66 , pp. 429-436
    • Buckley, J.1    James, I.2
  • 2
    • 21644468678 scopus 로고    scopus 로고
    • Variable Selection for Multivariate Failure Time Data
    • Cai, J., Fan, J., Li, R., and Zhou, H. (2005), "Variable Selection for Multivariate Failure Time Data," Biometrika, 92, 303-316.
    • (2005) Biometrika , vol.92 , pp. 303-316
    • Cai, J.1    Fan, J.2    Li, R.3    Zhou, H.4
  • 4
    • 1542784498 scopus 로고    scopus 로고
    • Variable Selection via Nonconcave Penalized Likelihood and Its Oracle Properties
    • Fan, J., and Li, R. (2001), "Variable Selection via Nonconcave Penalized Likelihood and Its Oracle Properties," Journal of the American Statistical Association, 96, 1348-1360.
    • (2001) Journal of the American Statistical Association , vol.96 , pp. 1348-1360
    • Fan, J.1    Li, R.2
  • 5
    • 0036117466 scopus 로고    scopus 로고
    • Variable Selection for Cox's Proportional Hazards Model and Frailty Model
    • _ (2002), "Variable Selection for Cox's Proportional Hazards Model and Frailty Model," The Annals of Statistics, 30, 74-99.
    • (2002) The Annals of Statistics , vol.30 , pp. 74-99
    • Fan, J.1    Li, R.2
  • 6
    • 4944267519 scopus 로고    scopus 로고
    • New Estimation and Model Selection Procedures for Semiparametric Modeling in Longitudinal Data Analysis
    • _ (2004), "New Estimation and Model Selection Procedures for Semiparametric Modeling in Longitudinal Data Analysis," Journal of the American Statistical Association, 99, 710-723.
    • (2004) Journal of the American Statistical Association , vol.99 , pp. 710-723
    • Fan, J.1    Li, R.2
  • 7
    • 84952149204 scopus 로고
    • A Statistical View of Some Chemometrics Regression Tools
    • Frank, I. E., and Friedman, J. H. (1993), "A Statistical View of Some Chemometrics Regression Tools," Technometrics, 35, 109-148.
    • (1993) Technometrics , vol.35 , pp. 109-148
    • Frank, I.E.1    Friedman, J.H.2
  • 8
    • 49549096502 scopus 로고    scopus 로고
    • Penalized Estimating Equations
    • Fu, W. J. (2003), "Penalized Estimating Equations," Biometrics, 35, 109-148.
    • (2003) Biometrics , vol.35 , pp. 109-148
    • Fu, W.J.1
  • 9
    • 26444617168 scopus 로고    scopus 로고
    • Variable Selection Using MM Algorithms
    • Hunter, D. R., and Li, R. (2005), "Variable Selection Using MM Algorithms," The Annals of Statistics, 33, 1617-1642.
    • (2005) The Annals of Statistics , vol.33 , pp. 1617-1642
    • Hunter, D.R.1    Li, R.2
  • 10
    • 38949130439 scopus 로고    scopus 로고
    • Variable Selection in Semiparametric Linear Regression With Censored Data
    • Johnson, B. A. (2008), "Variable Selection in Semiparametric Linear Regression With Censored Data," Journal of the Royal Statistical Society, Ser. B, 70, 351-370.
    • (2008) Journal of the Royal Statistical Society, Ser. B , vol.70 , pp. 351-370
    • Johnson, B.A.1
  • 12
    • 0034287156 scopus 로고    scopus 로고
    • Asymptotics for Lasso-Type Estimators
    • Knight, K., and Fu, W. (2000), "Asymptotics for Lasso-Type Estimators," The Annals of Statistics, 28, 1356-1378.
    • (2000) The Annals of Statistics , vol.28 , pp. 1356-1378
    • Knight, K.1    Fu, W.2
  • 13
    • 0002459742 scopus 로고
    • Large Sample Theory of a Modified Buckley-James Estimator for Regression Analysis With Censored Data
    • Lai, T. L., and Ying, Z. (1991a), "Large Sample Theory of a Modified Buckley-James Estimator for Regression Analysis With Censored Data," The Annals of Statistics, 19, 1370-1402.
    • (1991) The Annals of Statistics , vol.19 , pp. 1370-1402
    • Lai, T.L.1    Ying, Z.2
  • 14
    • 0000286861 scopus 로고
    • Rank Regression Methods for Left-Truncated and Right Censored Data
    • _ (1991b), "Rank Regression Methods for Left-Truncated and Right Censored Data," The Annals of Statistics, 19, 531-556.
    • (1991) The Annals of Statistics , vol.19 , pp. 531-556
    • Lai, T.L.1    Ying, Z.2
  • 15
    • 77649173768 scopus 로고
    • Longitudinal Data Analysis Using Generalized Linear Models
    • Liang, K. Y., and Zeger, S. L. (1986), "Longitudinal Data Analysis Using Generalized Linear Models," Biometrika, 73, 13-22.
    • (1986) Biometrika , vol.73 , pp. 13-22
    • Liang, K.Y.1    Zeger, S.L.2
  • 16
    • 84950438424 scopus 로고
    • Linear Regression Analysis for Multivariate Failure Time Observations
    • Lin, J. S., and Wei, L. J. (1992), "Linear Regression Analysis for Multivariate Failure Time Observations," Journal of the American Statistical Association, 87, 1091-1097.
    • (1992) Journal of the American Statistical Association , vol.87 , pp. 1091-1097
    • Lin, J.S.1    Wei, L.J.2
  • 17
    • 1842766126 scopus 로고    scopus 로고
    • Semiparametric and Nonparametric Regression Analysis of Longitudinal Data (with discussion)
    • Lin, D. Y., and Ying, Z. (2001), "Semiparametric and Nonparametric Regression Analysis of Longitudinal Data" (with discussion), Journal of the American Statistical Association, 96, 103-126.
    • (2001) Journal of the American Statistical Association , vol.96 , pp. 103-126
    • Lin, D.Y.1    Ying, Z.2
  • 18
    • 33747163541 scopus 로고    scopus 로고
    • Variable Selection and High-Dimensional Graphs With the Lasso
    • Meinshausen, N., and Bühlmann, P. (2006), "Variable Selection and High-Dimensional Graphs With the Lasso," The Annals of Statistics, 34, 1436-1462.
    • (2006) The Annals of Statistics , vol.34 , pp. 1436-1462
    • Meinshausen, N.1    Bühlmann, P.2
  • 19
    • 20444389338 scopus 로고    scopus 로고
    • Acute Stroke Care in the US: Results From 4 Pilot Prototypes of the Paul Coverdell National Acute Stroke Registry
    • Paul Coverdell Prototype Registries Writing Group
    • Paul Coverdell Prototype Registries Writing Group (2005), "Acute Stroke Care in the US: Results From 4 Pilot Prototypes of the Paul Coverdell National Acute Stroke Registry," Stroke, 36, 1232-1240.
    • (2005) Stroke , vol.36 , pp. 1232-1240
  • 20
    • 0017836371 scopus 로고
    • Linear Rank Tests With Right-Censored Data
    • Prentice, R. L. (1978), "Linear Rank Tests With Right-Censored Data," Biometrika, 65, 167-179.
    • (1978) Biometrika , vol.65 , pp. 167-179
    • Prentice, R.L.1
  • 21
    • 0000637305 scopus 로고
    • Estimation in a Linear Regression Model With Censored Data
    • Ritov, Y. (1990), "Estimation in a Linear Regression Model With Censored Data," The Annals of Statistics, 18, 303-328.
    • (1990) The Annals of Statistics , vol.18 , pp. 303-328
    • Ritov, Y.1
  • 22
  • 24
    • 0031015557 scopus 로고    scopus 로고
    • The Lasso Method for Variable Selection in the Cox Model
    • _ (1997), "The Lasso Method for Variable Selection in the Cox Model," Statistics in Medicine, 16, 385-395.
    • (1997) Statistics in Medicine , vol.16 , pp. 385-395
    • Tibshirani, R.J.1
  • 25
    • 0003271197 scopus 로고
    • Estimating Regression Parameters Using Linear Rank Tests for Censored Data
    • Tsiatis, A. A. (1990), "Estimating Regression Parameters Using Linear Rank Tests for Censored Data," The Annals of Statistics, 18, 354-372.
    • (1990) The Annals of Statistics , vol.18 , pp. 354-372
    • Tsiatis, A.A.1
  • 28
    • 0000608177 scopus 로고
    • A Comparison of GCV and GML for Choosing the Smoothing Parameter in the Generalized Spline Smoothing Problem
    • Wahba, G. (1985), "A Comparison of GCV and GML for Choosing the Smoothing Parameter in the Generalized Spline Smoothing Problem," The Annals of Statistics, 13, 1378-1402.
    • (1985) The Annals of Statistics , vol.13 , pp. 1378-1402
    • Wahba, G.1
  • 29
    • 0000357304 scopus 로고
    • Regression Analysis of Censored Survival Data Based on Rank Tests
    • Wei, L. J., Ying, Z., and Lin, D. Y. (1990), "Regression Analysis of Censored Survival Data Based on Rank Tests," Biometrika, 77, 845-851.
    • (1990) Biometrika , vol.77 , pp. 845-851
    • Wei, L.J.1    Ying, Z.2    Lin, D.Y.3
  • 30
    • 21144469166 scopus 로고
    • A Large Sample Study of Rank Estimation for Censored Regression Data
    • Ying, Z. (1993), "A Large Sample Study of Rank Estimation for Censored Regression Data," The Annals of Statistics, 21, 76-99.
    • (1993) The Annals of Statistics , vol.21 , pp. 76-99
    • Ying, Z.1
  • 31


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.