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Applications of Measure Theory to Statistics

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eBook details

  • Title: Applications of Measure Theory to Statistics
  • Author : Gogi Pantsulaia
  • Release Date : January 22, 2016
  • Genre: Mathematics,Books,Science & Nature,Physics,
  • Pages : * pages
  • Size : 4164 KB

Description

This book aims to put strong reasonable mathematical senses in notions of objectivity and subjectivity for consistent estimations in a Polish group by using the concept of Haar null sets in the corresponding group. This new approach – naturally dividing the class of all consistent estimates of an unknown parameter in a Polish group into disjoint classes of subjective and objective estimates – helps the reader to clarify some conjectures arising in the criticism of null hypothesis significance testing. The book also acquaints readers with the theory of infinite-dimensional Monte Carlo integration recently developed for estimation of the value of infinite-dimensional Riemann integrals over infinite-dimensional rectangles. The book is addressed both to graduate students and to researchers active in the fields of analysis, measure theory, and mathematical statistics.


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