High-DimensionalStatisticsANon-AsymptoticViewpoint（MartinJ.Wainwright）（CambridgeUniversityPress2019）

  • 书名：High-Dimensional Statistics A Non-Asymptotic Viewpoint
  • 出版社：Cambridge University Press
  • 作者：Martin J. Wainwright
  • 出版年份：2019
  • 电子书格式： pdf
  • 简介：Dive into high-dimensional statistical analysis with this comprehensive resource. Martin J. Wainwright’s book provides a non-asymptotic perspective, crucial for modern applications in fields like machine learning and data science. Explore the theoretical underpinnings and practical implications of statistical methods in high-dimensional spaces. Discover rigorous analysis and practical insights for tackling complex datasets. Understand the limitations of asymptotic approaches and gain a deeper understanding of the behavior of algorithms in finite samples.
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