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Polynomial Methods in Statistical Inference

- Theory and Practice

af Yihong Wu

indgår i Foundations and Trends (R) in Communications and Information Theory serien

Polynomial Methods in Statistical Inference af Yihong Wu
Bag om Polynomial Methods in Statistical Inference

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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  • Sprog:
  • Engelsk
  • ISBN:
  • 9781680837308
  • Indbinding:
  • Paperback
  • Sideantal:
  • 198
  • Udgivet:
  • 12. oktober 2020
  • Størrelse:
  • 234x155x16 mm.
  • Vægt:
  • 308 g.
  • 2-4 uger.
  • 2. maj 2025

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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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