Regression analysis a constructive critique
Richard A. Berk.
- Thousand Oaks, Calif. Sage Publications c2004.
- xix, 259 p. ill. 24 cm.
- Advanced quantitative techniques in the social sciences v. 11 .
- Advanced quantitative techniques in the social sciences 11. .
Includes bibliographical references (p. 239-250) and index.
Prologue: Regression Analysis as Problematic -- A Grounded Introduction to Regression Analysis -- Simple Linear Regression -- Statistical Inference for Simple Linear Regression -- Causal Inference for the Simple Linear Model -- The Formalities of Multiple Regression -- Using and Interpreting Multiple Regression -- Some Popular Extensions of Multiple Regression -- Some Regression Diagnostics -- Further Extensions of Regression Analysis -- What to Do.