To provide an introductory overview of statistical learning methods suitable for students in non-mathematical disciplines.
Focuses on statistical learning techniques including regression and classification.
Designed for students at undergraduate and graduate levels.
Equips students with foundational knowledge in statistical learning for practical data analysis.
Demonstrates application of techniques using R programming.
Abstract
This book provides an introduction to statistical learning methods and is aimed for upper level undergraduate students, masters students and Ph.D. students in the non-mathematical sciences.