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Polynomial Methods in Statistical Inference

By: Yihong Wu (Author) , Pengkun Yang (Author)

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Format: Paperback or Softback

ISBN-13: 9781680837308

Publisher: now publishers Inc

Publication Date: Oct 12th, 2020

Weight: 308 grams

Dimension: 15.50 x 23.40 x 1.60 cms

Category: Information theory

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The authors of this monograph survey a suite of techniques based on the theory of polynomials, collectively referred to as polynomial methods. These techniques provide useful tools for the design of highly practical algorithms with provable optimality, and for establishing the fundamental limits of inference problems through moment matching.

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