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Fundamentals of High-Dimensional Statistics - With Exercises and R Labs (Hardcover, 1st ed. 2022)
Loot Price: R2,523
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Fundamentals of High-Dimensional Statistics - With Exercises and R Labs (Hardcover, 1st ed. 2022)
Series: Springer Texts in Statistics
Expected to ship within 12 - 17 working days
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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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