Statistical Learning from a Regression Perspective

by Richard A. Berk

Book Overview

This textbook considers statistical learning applications when interest centers on the conditional distribution of a response variable, given a set of predictors, and in the absence of a credible model that can be specified before the data analysis begins. Consistent with modern data analytics, it emphasizes that a proper statistical learning data analysis depends in an integrated fashion on sound data collection, intelligent data management, appropriate...

• Format: Paperback
• Language: English
• ISBN: 3030429237
• ISBN13: 9783030429232
• Release Date: June 2021
• Publisher: Springer
• Length: 433 Pages
• Weight: 1.41 lbs.
• Dimensions: 0.9" x 6.1" x 9.2"