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Non-Asymptotic Analysis of Approximations for Multivariate Statistics

af Yasunori Fujikoshi

indgår i JSS Research Series in Statistics serien

indgår i SpringerBriefs in Statistics serien

Non-Asymptotic Analysis of Approximations for Multivariate Statistics af Yasunori Fujikoshi
Bag om Non-Asymptotic Analysis of Approximations for Multivariate Statistics

This book presents recent non-asymptotic results for approximations in multivariate statistical analysis. It then introduces new areas of research in high-dimensional approximations for bootstrap procedures, Cornish-Fisher expansions, power-divergence statistics and approximations of statistics based on observations with random sample size.

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  • Sprog:
  • Engelsk
  • ISBN:
  • 9789811326158
  • Indbinding:
  • Paperback
  • Sideantal:
  • 130
  • Udgivet:
  • 28. juni 2020
  • Udgave:
  • 12020
  • Størrelse:
  • 155x235x0 mm.
  • Vægt:
  • 454 g.
  • 8-11 hverdage.
  • 7. december 2024

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This book presents recent non-asymptotic results for approximations in multivariate statistical analysis. It then introduces new areas of research in high-dimensional approximations for bootstrap procedures, Cornish-Fisher expansions, power-divergence statistics and approximations of statistics based on observations with random sample size.

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