Fundamentals of High-Dimensional Statistics: With Exercises and R Labs (Springer Texts in Statistics)

★★★★★ 4.2 144 reviews

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Management number 231846075 Release Date 2026/06/18 List Price US$23.94 Model Number 231846075
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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 exercises, many of them with detailed solutions, and computer labs in R that convey valuable practical insights. The book covers the theory and practice of high-dimensional linear regression, graphical models, and inference, ensuring readers have a smooth start in the field.It also offers suggestions for further reading. Given its scope, the textbook is intended for beginning graduate and advanced undergraduate students in statistics, biostatistics, and bioinformatics, though it will be equally useful to a broader audience. Read more

ASIN B09M37RRGC
XRay Not Enabled
Format Print Replica
ISBN13 978-3030737924
Language English
File size 8.6 MB
Page Flip Not Enabled
Publisher Springer
Word Wise Not Enabled
Print length 369 pages
Accessibility Learn more
Part of series Springer Texts in Statistics
Publication date November 16, 2021
Enhanced typesetting Not Enabled

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