High-Dimensional Statistics

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  • High-Dimensional Statistics Book Detail

  • Author : Martin J. Wainwright
  • Release Date : 2019-02-21
  • Publisher : Cambridge University Press
  • Genre : Business & Economics
  • Pages : 571
  • ISBN 13 : 1108498027
  • File Size : 44,44 MB

High-Dimensional Statistics by Martin J. Wainwright PDF Summary

Book Description: A coherent introductory text from a groundbreaking researcher, focusing on clarity and motivation to build intuition and understanding.

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High-Dimensional Statistics

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A coherent introductory text from a groundbreaking researcher, focusing on clarity and motivation to build intuition and understanding.

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Modern statistics deals with large and complex data sets, and consequently with models containing a large number of parameters. This book presents a detailed ac

Introduction to High-Dimensional Statistics

Introduction to High-Dimensional Statistics

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Praise for the first edition: "[This book] succeeds singularly at providing a structured introduction to this active field of research. ... it is arguably the m

Fundamentals of High-Dimensional Statistics

Fundamentals of High-Dimensional Statistics

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This textbook provides a step-by-step introduction to the tools and principles of high-dimensional statistics. Each chapter is complemented by numerous exercise