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Estimation and Bootstrap with Censored Data in Fixed Design Nonparametric Regression


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  • Ingrid Van Keilegom
  • Noël Veraverbeke
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    Bibliographic Info

    Article provided by Springer in its journal Annals of the Institute of Statistical Mathematics.

    Volume (Year): 49 (1997)
    Issue (Month): 3 (September)
    Pages: 467-491

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    Handle: RePEc:spr:aistmt:v:49:y:1997:i:3:p:467-491

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    Keywords: Asymptotic normality; asymptotic representation; bootstrap approximation; fixed design; kernel estimator; nonparametric regression; right censoring;


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    Cited by:
    1. 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, vol. 55(2), pages 331-357, June.
    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. 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.
    4. Cédric Heuchenne & Ingrid Keilegom, 2010. "Estimation in nonparametric location-scale regression models with censored data," Annals of the Institute of Statistical Mathematics, Springer, vol. 62(3), pages 439-463, June.
    5. Ingrid Van Keilegom & Noël Veraverbeke, 2001. "Hazard Rate Estimation in Nonparametric Regression with Censored Data," Annals of the Institute of Statistical Mathematics, Springer, vol. 53(4), pages 730-745, December.
    6. 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, vol. 9(1), pages 97-122, June.
    7. Jacobo Uña-Álvarez & Noël Veraverbeke, 2013. "Generalized copula-graphic estimator," TEST: An Official Journal of the Spanish Society of Statistics and Operations Research, Springer, vol. 22(2), pages 343-360, June.
    8. 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.


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