Multivariate Statistics: Classical Foundations and ModernMachine Learning by Ishwaran, Hemant

Multivariate Statistics: Classical Foundations and ModernMachine Learning (Hardcover) (ISBN-13: 9781032758794)

Vendor: Hemant Ishwaran
Product type: Books
Format: Hardcover
$180.00
$180.00
$180.00
Subtotal: $180.00
Multivariate Statistics: Classical Foundations and ModernMachine Learning by Ishwaran, Hemant

Multivariate Statistics: Classical Foundations and ModernMachine Learning

$180.00
Multivariate Statistics: Classical Foundations and ModernMachine Learning by Ishwaran, Hemant

Multivariate Statistics: Classical Foundations and ModernMachine Learning

$180.00
Format: Hardcover
Description
Description
x

This book explores multivariate statistics from traditional and modern perspectives. It covers core topics like multivariate normality, MANOVA, and canonical correlation analysis, as well as modern concepts such as gradient boosting, random forests, variable importance, and causal inference.



Author: Hemant Ishwaran
ISBN-10: 1032758791
ISBN-13: 9781032758794
Publisher: CRC Press
Language: English
Published: 03/30/2025
Pages: 466
Format: Hardcover
Weight: 2.32lbs
Size: 10.00h x 7.00w x 1.06d
By Hemant Ishwaran
By Hemant Ishwaran
x

Dr. Hemant Ishwaran's work focuses on advancing machine learning techniques for applications in public health, medicine, and informatics. His contributions include the development of open-source tools, such as R packages for his pioneering methods, including the widely-used random survival forests--a significant extension of the random forest algorithm in machine learning. His collaborations with healthcare experts have resulted in precision models for cardiovascular disease (CVD), heart transplantation, cancer staging, and resistance to gene cancer therapy.

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