Asymptotically Efficient Smoothing in the Wicksell Problem under Squared Losses

  • Authors:
  • G. K. Golubev;F. N. Enikeeva

  • Affiliations:
  • -;-

  • Venue:
  • Problems of Information Transmission
  • Year:
  • 2001

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Abstract

In the Wicksell problem, it is required to reconstruct a distribution function of radii of balls located in an opaque medium from measurements of radii of circles obtained by intersecting the medium with a certain plane. This problem is intimately bound up with estimating a fractional derivative of order 1/2 for a distribution function concentrated on the positive semi-axis. In this paper, the locally asymptotically minimax risk in the Wicksell problem is evaluated up to a constant. Estimators on which this risk is attained are also constructed.