• Title of article

    Lower bound for estimation of Sobolev densities of order less

  • Author/Authors

    Efromovich، نويسنده , , Sam، نويسنده ,

  • Issue Information
    روزنامه با شماره پیاپی سال 2009
  • Pages
    8
  • From page
    2261
  • To page
    2268
  • Abstract
    Probability density estimation, together with a dual problem of characteristic function estimation, is one of the most fundamental problems in statistics. So far the main focus of research has been concentrated on continuous densities and absolutely integrable characteristic functions. This paper, for the first time in the literature, develops a sharp minimax theory of estimation of discontinuous densities and not absolutely integrable characteristic functions.
  • Keywords
    Not absolutely integrable , Infinite support , Discontinuous , Characteristic function , mean integrated squared error , Nonparametric
  • Journal title
    Journal of Statistical Planning and Inference
  • Serial Year
    2009
  • Journal title
    Journal of Statistical Planning and Inference
  • Record number

    2220078