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Minimax estimation of the integral of a power of a density

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  • Tchetgen, Eric
  • Li, Lingling
  • Robins, James
  • van der Vaart, Aad

Abstract

We construct an estimator of , based on a random sample of size n from a density f on the unit cube in . This estimator achieves the minimax rate for f known to belong to a multiple of the unit ball in a Hölder space of order [alpha], where [alpha]

Suggested Citation

  • Tchetgen, Eric & Li, Lingling & Robins, James & van der Vaart, Aad, 2008. "Minimax estimation of the integral of a power of a density," Statistics & Probability Letters, Elsevier, vol. 78(18), pages 3307-3311, December.
  • Handle: RePEc:eee:stapro:v:78:y:2008:i:18:p:3307-3311
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    Cited by:

    1. Liu, Lin & Mukherjee, Rajarshi & Robins, James M., 2024. "Assumption-lean falsification tests of rate double-robustness of double-machine-learning estimators," Journal of Econometrics, Elsevier, vol. 240(2).
    2. Christopher Withers & Saralees Nadarajah, 2011. "Nonparametric confidence intervals for the integral of a function of an unknown density," Journal of Nonparametric Statistics, Taylor & Francis Journals, vol. 23(4), pages 943-966.

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