Description
- ISBN-10: 1032758791
- ISBN-13: 978-1032758794
- Edition: 1st
- Publisher: Chapman & Hall
- Publication date: 30 March 2025
- Language: English
- Dimensions: 17.78 x 2.69 x 25.4 cm
- Print length: 504 pages
Availability: In Stock
Multivariate Statistics: Classical Foundations and Modern Machine Learning
SKU: 9781032758794
Original price was: ₹14,875.00.₹11,900.00Current 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
