Applied Statistical Learning: With Case Studies in Stata

by Matthias Schonlau

This textbook provides an accessible overview of statistical learning methods and techniques, and includes case studies using the statistical software Stata. After introductory material on statistical learning concepts and practical aspects, each further chapter is devoted to a statistical learning algorithm or a group of related techniques. In particular, the book presents logistic regression, regularized linear models such as the Lasso, nearest...

• Format: Paperback
• Language: English
• ISBN: 3031333926
• ISBN13: 9783031333927
• Release Date: August 2024
• Publisher: Springer
• Length: 332 Pages