Multiple Regression in Practice

by William D. Berry, Stanley Feldman

Berry and Feldman provide a systematic treatment of many of the major problems encountered in using regression analysis. The authors discuss: the consequences of violating the assumptions of the regression model; procedures for detecting when such violations occur; and strategies for dealing with these problems when they arise. The monograph was written without the use of matrix algebra, and numerous examples are provided from political science, sociology, and economics.

96 pages, Paperback

First published May 1, 1985

Reviews

[Artur Martins]

Good summary of multilinear regression

It’s a good summary of multilinear regression and includes description of approaches to address various issues (non linear, heteroscedasticity, etc). It doesn’t provide the full theoretical underpinning. Kindle version is missing some formula references