Multivariate Statistics: Classical Foundations and Modern Machine Learning

ISBN-10: 1032758791
ISBN-13: 978-1032758794
Edition: 1st
Publisher: Chapman &amp; Hall

Name: Multivariate Statistics: Classical Foundations and Modern Machine Learning
SKU: 9781032758794
Availability: InStock

SKU: 9781032758794

Original price was: ₹14,875.00.Current price is: ₹11,900.00.

Discover the powerful connections between classical and modern multivariate statistics with “Multivariate Statistics: Classical Foundations and Modern Machine Learning” from The Bookish Owl. This comprehensive guide bridges traditional techniques like MANOVA and PCA with cutting-edge machine learning concepts such as gradient boosting and random forests. Learn how foundational statistical principles illuminate advanced topics, from understanding regularization through linear models to tackling class-imbalanced problems with weighted Bayes rules. Ideal for students and researchers, this book offers a unified approach to multivariate analysis, featuring practical exercises, new material on super greedy trees, random forests, and causal inference, making it an essential reference for mastering contemporary data science.

5 in stock

Category: Higher Education Textbooks Tag: Hemant Ishwaran