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Dimension Reduction and Semiparametric Estimation of Survival Models

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  • Xia, Yingcun
  • Zhang, Dixin
  • Xu, Jinfeng

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  • Xia, Yingcun & Zhang, Dixin & Xu, Jinfeng, 2010. "Dimension Reduction and Semiparametric Estimation of Survival Models," Journal of the American Statistical Association, American Statistical Association, vol. 105(489), pages 278-290.
    • Handle: RePEc:bes:jnlasa:v:105:i:489:y:2010:p:278-290
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    Cited by:

    1. Weiyu Li & Valentin Patilea, 2018. "A dimension reduction approach for conditional Kaplan–Meier estimators," TEST: An Official Journal of the Spanish Society of Statistics and Operations Research, Springer;Sociedad de Estadística e Investigación Operativa, vol. 27(2), pages 295-315, June.
    2. Xiaobing Zhao & Xian Zhou, 2020. "Partial sufficient dimension reduction on additive rates model for recurrent event data with high-dimensional covariates," Statistical Papers, Springer, vol. 61(2), pages 523-541, April.
    3. Changrong Yan & Dixin Zhang, 2013. "Sparse dimension reduction for survival data," Computational Statistics, Springer, vol. 28(4), pages 1835-1852, August.
    4. Zhao, Xiaobing & Zhou, Xian, 2014. "Sufficient dimension reduction on marginal regression for gaps of recurrent events," Journal of Multivariate Analysis, Elsevier, vol. 127(C), pages 56-71.
    5. Yuan, Ao & Xu, Jinfeng & Zheng, Gang, 2012. "Root-n estimability of some missing data models," Journal of Multivariate Analysis, Elsevier, vol. 106(C), pages 147-166.
    6. Wenbin Lu & Lexin Li, 2011. "Sufficient Dimension Reduction for Censored Regressions," Biometrics, The International Biometric Society, vol. 67(2), pages 513-523, June.
    7. Mickaël De Backer & Anouar El Ghouch & Ingrid Van Keilegom, 2020. "Linear censored quantile regression: A novel minimum‐distance approach," Scandinavian Journal of Statistics, Danish Society for Theoretical Statistics;Finnish Statistical Society;Norwegian Statistical Association;Swedish Statistical Association, vol. 47(4), pages 1275-1306, December.
    8. Lu, Zudi & Zhang, Wenyang, 2012. "Semiparametric likelihood estimation in survival models with informative censoring," Journal of Multivariate Analysis, Elsevier, vol. 106(C), pages 187-211.

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