A Primer on Regression Artifacts

List of contents

Contents
1. Graphical Introduction
2. Mathematical and Special Cases
3. Regression Artifacts Due to Extreme Group Selection
4. Regression Artifacts Due to Matching
5. Regression Artifacts Due to Statistical Equating
6. Regression Artifacts in Change Scores
7. Regression Artifacts in Time-Series Studies
8. Regression Artifacts in Longitudinal Studies
9. Cross-Lagged Panel Correlation Analysis
10. Conclusion
Glossary of Terms
Glossary of Symbols
Appendix A. Dice-Rolling Program and Data Sets Used as Illustrations
Appendix B. The Computation of Autocorrelations

Summary

Presents new methods of graphing regression towards the mean, facilitating comprehension with a wealth of figures and diagrams. Examples are illustrated, and instances where problems are created rather than solved are discussed.

Product details

• Authors: Donald T Campbell, Donald T. Campbell, Donald T. ((deceased) Campbell, Campbell Donald T., David A Kenny, David A. Kenny, David A. (University of Connecticut Kenny
• Publisher: Taylor and Francis
• Languages: English
• Product format: Hardback
• Released: 16.09.1999
• EAN: 9781572304826
• ISBN: 978-1-57230-482-6
• No. of pages: 202
• Weight: 100 g
• Series: Methodology in the Social Sciences
• Subjects: Natural sciences, medicine, IT, technology > Mathematics > Probability theory, stochastic theory, mathematical statistics; SCIENCE / Physics / Atomic & Molecular, PSYCHOLOGY / Developmental / Child, Child & developmental psychology, Child, developmental and lifespan psychology, Atomic & molecular physics, Atomic and Molecular Physics