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

ISBN-13: 9780824716943 / Angielski / Miękka / 1981 / 96 str.

R. F. Gunst; Richard F. Gunst; F. Gunst R

Opis

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.

Spis treści

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

O autorze

Richard Gunst