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Estimation and Bootstrap with Censored Data in Fixed Design Nonparametric Regression

Author

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  • Ingrid Van Keilegom
  • Noël Veraverbeke

Abstract

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Suggested Citation

  • Ingrid Van Keilegom & Noël Veraverbeke, 1997. "Estimation and Bootstrap with Censored Data in Fixed Design Nonparametric Regression," Annals of the Institute of Statistical Mathematics, Springer;The Institute of Statistical Mathematics, vol. 49(3), pages 467-491, September.
  • Handle: RePEc:spr:aistmt:v:49:y:1997:i:3:p:467-491
    DOI: 10.1023/A:1003166728321
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    File URL: http://hdl.handle.net/10.1023/A:1003166728321
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    Citations

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    Cited by:

    1. Cao, Ricardo & Gonzalez-Manteiga, Wenceslao, 2008. "Goodness-of-fit tests for conditional models under censoring and truncation," Journal of Econometrics, Elsevier, vol. 143(1), pages 166-190, March.
    2. Braekers, Roel & Veraverbeke, Noël, 2008. "A conditional Koziol-Green model under dependent censoring," Statistics & Probability Letters, Elsevier, vol. 78(7), pages 927-937, May.
    3. Jacobo Uña-Álvarez & Noël Veraverbeke, 2013. "Generalized copula-graphic estimator," TEST: An Official Journal of the Spanish Society of Statistics and Operations Research, Springer;Sociedad de Estadística e Investigación Operativa, vol. 22(2), pages 343-360, June.
    4. Noel Veraverbeke & Carmen Cadarso-Suárez, 2000. "Estimation of the conditional distribution in a conditional Koziol-green model," TEST: An Official Journal of the Spanish Society of Statistics and Operations Research, Springer;Sociedad de Estadística e Investigación Operativa, vol. 9(1), pages 97-122, June.
    5. Cédric Heuchenne & Ingrid Keilegom, 2010. "Estimation in nonparametric location-scale regression models with censored data," Annals of the Institute of Statistical Mathematics, Springer;The Institute of Statistical Mathematics, vol. 62(3), pages 439-463, June.
    6. López-Cheda, Ana & Cao, Ricardo & Jácome, M. Amalia & Van Keilegom, Ingrid, 2017. "Nonparametric incidence estimation and bootstrap bandwidth selection in mixture cure models," Computational Statistics & Data Analysis, Elsevier, vol. 105(C), pages 144-165.
    7. Ingrid Van Keilegom & Noël Veraverbeke, 2001. "Hazard Rate Estimation in Nonparametric Regression with Censored Data," Annals of the Institute of Statistical Mathematics, Springer;The Institute of Statistical Mathematics, vol. 53(4), pages 730-745, December.
    8. Heuchenne, Cédric & Van Keilegom, Ingrid, 2007. "Location estimation in nonparametric regression with censored data," Journal of Multivariate Analysis, Elsevier, vol. 98(8), pages 1558-1582, September.
    9. Majda Talamakrouni & Anouar El Ghouch & Ingrid Van Keilegom, 2015. "Guided Censored Regression," Scandinavian Journal of Statistics, Danish Society for Theoretical Statistics;Finnish Statistical Society;Norwegian Statistical Association;Swedish Statistical Association, vol. 42(1), pages 214-233, March.
    10. Keilegom, Ingrid Van & Akritas, Michael G. & Veraverbeke, Noel, 2001. "Estimation of the conditional distribution in regression with censored data: a comparative study," Computational Statistics & Data Analysis, Elsevier, vol. 35(4), pages 487-500, February.
    11. Abegaz, Fentaw & Gijbels, Irène & Veraverbeke, Noël, 2012. "Semiparametric estimation of conditional copulas," Journal of Multivariate Analysis, Elsevier, vol. 110(C), pages 43-73.
    12. M. Iglesias Pérez & W. González Manteiga, 2003. "Bootstrap for the conditional distribution function with truncated and censored data," Annals of the Institute of Statistical Mathematics, Springer;The Institute of Statistical Mathematics, vol. 55(2), pages 331-357, June.

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