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Statistical Foundations of Data Science|Jianqing Fan

Statistical Foundations of Data Science

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Overview

Gives a comprehensive and systematic account of high-dimensional data analysis, including variable selection via regularization methods and sure independent feature screening methods. It is a valuable reference for researchers involved with model selection, variable selection, machine learning, and risk management.

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Details

  • ISBN-13: 9781466510845
  • ISBN-10: 1466510846
  • Publisher: CRC Press
  • Publish Date: August 2020
  • Dimensions: 9.4 x 6.1 x 1.5 inches
  • Shipping Weight: 3.05 pounds
  • Page Count: 774

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