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Nonparametric Statistical Inference with an Emphasis on Information-Theoretic Methods - Jan Mielniczuk - Bog

af Jan Mielniczuk
Nonparametric Statistical Inference with an Emphasis on Information-Theoretic Methods af Jan Mielniczuk
Bag om Nonparametric Statistical Inference with an Emphasis on Information-Theoretic Methods

This book addresses contemporary statistical inference issues when no or minimal assumptions on the nature of studied phenomenon are imposed. Information theory methods play an important role in such scenarios. The approaches discussed include various high-dimensional regression problems, time series and dependence analyses.

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  • Sprog:
  • Engelsk
  • ISBN:
  • 9783036542973
  • Indbinding:
  • Hardback
  • Sideantal:
  • 228
  • Udgivet:
  • 2. juni 2022
  • Størrelse:
  • 175x19x250 mm.
  • Vægt:
  • 772 g.
  • 8-11 hverdage.
  • 10. december 2024
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Forlænget returret til d. 31. januar 2025

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This book addresses contemporary statistical inference issues when no or minimal assumptions on the nature of studied phenomenon are imposed. Information theory methods play an important role in such scenarios. The approaches discussed include various high-dimensional regression problems, time series and dependence analyses.

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