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Fundamentals of High-Dimensional Statistics

With Exercises and R Labs

Johannes Lederer author

Format:Paperback

Publisher:Springer Nature Switzerland AG

Published:18th Nov '22

Currently unavailable, and unfortunately no date known when it will be back

Fundamentals of High-Dimensional Statistics cover

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.

ISBN: 9783030737948

Dimensions: unknown

Weight: unknown

355 pages