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An Introduction to Statistical Learning : with Applications in R
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ÀúÀÚ Hastie, Trevor , James, Gareth , Witten, Daniela
ÃâÆÇ»ç/¹ßÇàÀÏ Springer / 2022.08.13
ÆäÀÌÁö ¼ö 624 page
ISBN 9781071614204
»óÇ°ÄÚµå 356396967
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"An Introduction to Statistical Learning (ISL)" by James, Witten, Hastie and Tibshirani is the "how to'' manual for statistical learning. Inspired by "The Elements of Statistical Learning'' (Hastie, Tibshirani and Friedman), this book provides clear and intuitive guidance on how to implement cutting edge statistical and machine learning methods. ISL makes modern methods accessible to a wide audience without requiring a background in Statistics or Computer Science. The authors give precise, practical explanations of what methods are available, and when to use them, including explicit R code. Anyone who wants to intelligently analyze complex data should own this book." (Larry Wasserman, Professor, Department of Statistics and Machine Learning Department, Carnegie Mellon University)

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Hastie, Trevor
   The Elements of Statistical Learning | Hastie, Trevor | Springer Publishing Company
   An Introduction to Statistical Learning | Hastie, Trevor | Springer
James, Gareth
   °¡º±°Ô ½ÃÀÛÇÏ´Â Åë°èÇнÀ | James, Gareth | ·çºñÆäÀÌÆÛ
   An Introduction to Statistical Learning | James, Gareth | Springer
   An Introduction to Statistical Learning | James, Gareth | Springer
   An Introduction to Statistical Learning | James, Gareth | Springer
Witten, Daniela
   An Introduction to Statistical Learning | Witten, Daniela | Springer

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