Differential-Geometrical Methods in Statistics

Released on by Shun-ichi Amari
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  • Differential-Geometrical Methods in Statistics Book Detail

  • Author : Shun-ichi Amari
  • Release Date : 2012-12-06
  • Publisher : Springer Science & Business Media
  • Genre : Mathematics
  • Pages : 302
  • ISBN 13 : 1461250560
  • File Size : 19,19 MB
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Differential-Geometrical Methods in Statistics by Shun-ichi Amari PDF Summary

Book Description: From the reviews: "In this Lecture Note volume the author describes his differential-geometric approach to parametrical statistical problems summarizing the results he had published in a series of papers in the last five years. The author provides a geometric framework for a special class of test and estimation procedures for curved exponential families. ... ... The material and ideas presented in this volume are important and it is recommended to everybody interested in the connection between statistics and geometry ..." #Metrika#1 "More than hundred references are given showing the growing interest in differential geometry with respect to statistics. The book can only strongly be recommended to a geodesist since it offers many new insights into statistics on a familiar ground." #Manuscripta Geodaetica#2

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