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Type: BOOK - Published: 2019-02-21 - Publisher: Cambridge University Press
A coherent introductory text from a groundbreaking researcher, focusing on clarity and motivation to build intuition and understanding.
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Type: BOOK - Published: 2018-09-27 - Publisher: Cambridge University Press
An integrated package of powerful probabilistic tools and key applications in modern mathematical data science.
Language: en
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Type: BOOK - Published: 2011-06-08 - Publisher: Springer Science & Business Media
Modern statistics deals with large and complex data sets, and consequently with models containing a large number of parameters. This book presents a detailed ac
Language: en
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Type: BOOK - Published: 2021-11-16 - Publisher: Springer Nature
This textbook provides a step-by-step introduction to the tools and principles of high-dimensional statistics. Each chapter is complemented by numerous exercise
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Type: BOOK - Published: 2022-01-13 - Publisher: Cambridge University Press
Connecting theory with practice, this systematic and rigorous introduction covers the fundamental principles, algorithms and applications of key mathematical mo