Statistical Foundations of Data Science |
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| Author:
| Fan, Jianqing
Li, Runze
Zhang, Cun-Hui
Zou, Hui |
| Series title: | Chapman and Hall/CRC Data Science Ser. |
| ISBN: | 978-0-429-52761-6 |
| Publication Date: | Sep 2020 |
| Publisher: | CRC Press LLC
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| Imprint: | Chapman & Hall/CRC |
| Book Format: | Digital (delivered electronically) |
| List Price: | USD $130.00 |
Book Description:
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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.
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.