Linear Regression

by David Olive

Book Overview

This text covers both multiple linear regression and some experimental design models. The text uses the response plot to visualize the model and to detect outliers, does not assume that the error distribution has a known parametric distribution, develops prediction intervals that work when the error distribution is unknown, suggests bootstrap hypothesis tests that may be useful for inference after variable selection, and develops prediction regions...

• Format: Paperback
• Language: English
• ISBN: 3319856081
• ISBN13: 9783319856087
• Release Date: July 2018
• Publisher: Springer
• Length: 494 Pages
• Weight: 1.56 lbs.
• Dimensions: 1.0" x 6.1" x 9.2"