Könyv Fundamentals of High-Dimensional Statistics Johannes Lederer

Fundamentals of High-Dimensional Statistics

With Exercises and R Labs

Szerző: Johannes Lederer
Nyelv: Angol
Kötés: Kemény kötésű
Elérhetőség: Beszállítói készleten
Küldés 10-13 napon belül
35 572 Ft
This textbook provides a step-by-step introduction to the tools and principles of high-dimensional s...

Információk a könyvről

Nyelv
Angol
Kötés
Könyv - Kemény kötésű
Kiadva
2021
oldal
355
EAN
9783030737917
ISBN
3030737918
Enbook ID
36551701
Súly
812
Méretek
155 x 235 x 26

Teljes leírás

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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