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Fundamentals of High-Dimensional Statistics

- With Exercises and R Labs
Af: Johannes Lederer Engelsk Paperback

Fundamentals of High-Dimensional Statistics

- With Exercises and R Labs
Af: Johannes Lederer Engelsk Paperback
Tjek vores konkurrenters priser

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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kr 764
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20 kr
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Tjek vores konkurrenters priser

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.

Produktdetaljer
Sprog: Engelsk
Sider: 355
ISBN-13: 9783030737948
Indbinding: Paperback
Udgave:
ISBN-10: 3030737942
Kategori: Machine learning
Udg. Dato: 18 nov 2022
Længde: 0mm
Bredde: 155mm
Højde: 235mm
Forlag: Springer Nature Switzerland AG
Oplagsdato: 18 nov 2022
Forfatter(e): Johannes Lederer
Forfatter(e) Johannes Lederer


Kategori Machine learning


ISBN-13 9783030737948


Sprog Engelsk


Indbinding Paperback


Sider 355


Udgave


Længde 0mm


Bredde 155mm


Højde 235mm


Udg. Dato 18 nov 2022


Oplagsdato 18 nov 2022


Forlag Springer Nature Switzerland AG

Kategori sammenhænge