Classroom Supplement to Regression Analysis and its Application: A Data-Oriented Approach

by Richard Gunst

Overview

This book describes a comprehensive regression analysis to the conduct of scientific research. It outlines theoretical principals underlying the techniques utilized in regression analysis and illustrates their application on a variety of data sets.

Product Details

ISBN-13:	9780824716943
Publisher:	Taylor & Francis
Publication date:	09/01/1981
Pages:	60
Product dimensions:	7.00(w) x 10.00(h) x (d)

Table of Contents

1. Introduction 2. Initial Data Exploration 3. Single-Variable Least Squares 4. Mul Tip Le-V Ariable Preliminaries 5. Multiple-Variable Least Squares 6. Inference 7. Residual Analysis 8. Variable Selection Techniques 9. Multicollinearity Effects 10. Biased Regression Estimators