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Differential-Geometrical Methods in Statistics (Lecture Notes in Statistics 28) by Amari Shun-ichi [Repost]
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Differential-Geometrical Methods in Statistics (Lecture Notes in Statistics 28) by Amari Shun-ichi
English | Feb 14, 1990 | ISBN: 0387960562 | 301 Pages | PDF | 5 MB
English | Feb 14, 1990 | ISBN: 0387960562 | 301 Pages | PDF | 5 MB
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."