A primer on regression artifacts /

Guardado en:
Detalles Bibliográficos
Autor principal: Campbell, Donald T. (Donald Thomas), 1916-1996
Otros Autores: Kenny, David A., 1946-
Formato: Libro
Lenguaje:Inglés
Publicado: New York : Guilford Press, c1999.
Colección:Methodology in the social sciences
Materias:
Regression analysis.
Social sciences > Statistical methods.
Acceso en línea:Table of contents
Aporte de:Registro referencial: Solicitar el recurso aquí
Biblioteca Max von Buch (UdeSA) de Universidad de San Andrés
Tabla de Contenidos:
  • Graphical introduction. From the scatter plot to the correlation coefficient
  • The pair-link and Galton Squeeze diagrams
  • Backward prediction
  • Biology and regression toward the mean
  • A golden oldie : McNemar's illustration
  • Conclusion
  • Mathematical and special cases. Generalization to the case with unequal means and variances
  • Formal definition and formulas
  • Frequently asked questions about regression toward the mean
  • Conclusion
  • Regression artifacts due to extreme group selection. Pre-post design and regression artifacts
  • Examples
  • Conclusion
  • Regression artifacts due to matching. Detailed illustration of the limits of matching
  • Direction of bias
  • Conclusion
  • Regression artifacts due to statistical "equating". Look at the "treatment effect" on the covariate
  • Illustration of the bias in statistical equating
  • Direction of bias
  • When statistical equating works
  • Alternatives to statistical equating
  • Examples
  • Conclusion
  • Regression artifacts in change scores. Correlations with change scores
  • Reliability of change scores
  • The measurement of change
  • Correlates of change
  • Conclusion
  • Regression artifacts in time-series studies. The Connecticut crackdown on speeding
  • The offset effect of psychotherapy
  • Time series of HIV treatment in clinical trials
  • ARIMA modeling and regression artifacts
  • Conclusion
  • Regression artifacts in longitudinal studies. Over-time correlational structure
  • Regression artifacts in multiwave studies
  • Conclusion
  • Cross-lagged panel correlation analysis. What is CLPC analysis?
  • Complications in CLPC analysis
  • The Rogosa critique
  • CLPC as a special case of the multitrait-multimethod
  • Matrix model
  • Conclusion : what is to be done?
  • Conclusion. Common sense and data analysis : a brief epistemological exegesis
  • Time, reversed analysis
  • Graphical display of results
  • The importance of research design
  • Careful consideration of plausible rival hypotheses
  • Regression and prediction
  • Conclusion. Glossary of terms
  • Glossary of symbols
  • Appendix A: Dice-rolling program and data sets used as illustrations
  • Appendix B: The computation of autocorrelations.

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