Communications for Statistical Applications and Methods

The Korean Statistical Society (한국통계학회)
권호 표지

Nonparametric Regression with Left-Truncated and Right-Censored Data

  • Park, Jinho (Assistant Professor Department of Statistics Inha University)
  • Published : 1999.12.01
Download PDF
⟨ Previous Next ⟩

Abstract

Gross and Lai(1996) proposed a new approach for ordinary regression with left-truncated and right-censored (I.t.r.c) data. This paper shows how to apply nonparametric algorithms such as multivariate adaptive regression splines to 1.t.r.c data.

Keywords

References

  1. Biometrika v.66 Linear regression with censored data Buckley, J.;James, I.
  2. J. Roy. Statist. Soc., Ser. B v.34 Regression models and life-tables (with discussion) Cox, D.R.
  3. Ann. Statist. v.19 Multivariate adaptive regression splines (with discussion) Friedman, J.H.
  4. Ann. Statist. v.22 On using stratification in the analysis of linear regression models with right censoring Fygenson, M.;Zhou, M.
  5. J. Amer. Statist. Assoc. v.91 Nonparametric estimation and regression analysis with left-truncated and right-censored data Gross, S.T.;Lai, T.L.
  6. Applied nonparametric regression Hardle, W.
  7. J. Amer. Statist. Assoc. v.90 Hazard regression Kooperberg, C.;Stone, C.J.;Truong, Y.K.
  8. Ann. Statist. v.9 Regression analysis with randomly right censored data Koul, H.;Susarla, V.;Van Ryzin, J.
  9. Ann. Statist. v.22 A missing information principle and M-estimators in regression analysis with censored and truncated data Lai, T.L.;Ying, Z.
  10. Ann. Statist. v.19 Estimating a distribution function with truncated and censored data Lai, T.L.;Ying, Z.
  11. Biometrika v.74 Linear models, random censoring and synthetic date Leurgans, S.
  12. Biometrika v.63 Least squares regression with censored data Miller, R.G.
  13. Biometrika v.69 Regression with censored data Miller, R.G.;Halpern, J.
  14. SIAM J. on Scient. and Statist. Computing v.9 Nonparametric estimation of relative risk using splines and cross-validation O'Sullivan, F.
  15. Nonparametric function estimation with left-truncated and right-censored data Park, J.
  16. J. Amer. Statist. Assoc. v.85 Regression splines in the Cox model with application to covariate effects in liver disease Sleeper, L.A.;Harrington, D.P.
  17. Biometrika v.79 M-estimation in censored linear models Zhou, M.