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Fundamentals of High-Dimensional Statistics

With Exercises and R Labs

Language EnglishEnglish
Book Paperback
Book Fundamentals of High-Dimensional Statistics Johannes Lederer
Libristo code: 41918791
Publishers Springer, Berlin, November 2021
This textbook provides a step-by-step introduction to the tools and principles of high-dimensional s... Full description
? points 207 b
84.95 €
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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.

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About the book

Full name Fundamentals of High-Dimensional Statistics
Author Johannes Lederer
Language English
Binding Book - Paperback
Date of issue 2022
Number of pages 355
EAN 9783030737948
Libristo code 41918791
Publishers Springer, Berlin
Weight 569
Dimensions 155 x 235 x 21

Categories

Mathematics & Science > Mathematics > Probability & statistics
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