Fundamentals of High-Dimensional Statistics : With Exercises and R Labs /

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 prac...

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Bibliographic Details

Main Author:	Lederer, Johannes (Author)
Corporate Author:	SpringerLink (Online service)
Format:	eBook
Language:	English
Published:	Cham : Springer International Publishing : Imprint: Springer, 2022.
Edition:	1st ed. 2022.
Series:	Springer Texts in Statistics,
Subjects:	Statistics . Big data. Data structures (Computer science). Artificial intelligence. Machine learning. Statistical Theory and Methods. Big Data. Data Structures and Information Theory. Artificial Intelligence. Statistics and Computing/Statistics Programs. Machine Learning. Electronic books.
Online Access:	Connect to the full text of this electronic book