Multiple Regression: Testing and Interpreting InteractionsSAGE, 1991 - 212 páginas This successful book, now available in paperback, provides academics and researchers with a clear set of prescriptions for estimating, testing and probing interactions in regression models. Including the latest research in the area, such as Fuller's work on the corrected/constrained estimator, the book is appropriate for anyone who uses multiple regression to estimate models, or for those enrolled in courses on multivariate statistics. |
Contenido
Interactions Between Continuous Predictors in Multiple | 9 |
The Effects of Predictor Scaling on Coefficients | 28 |
Testing and Probing ThreeWay Interactions | 49 |
Structuring Regression Equations to Reflect Higher Order | 62 |
Model and Effect Testing with Higher Order Terms | 100 |
Interactions Between Categorical and Continuous Variables | 116 |
Reliability and Statistical Power | 139 |
Practice | 172 |
Algorithm for Identifying ScaleIndependent Terms | 183 |
References | 190 |
Glossary of Symbols | 198 |
Author Index | 204 |
Otras ediciones - Ver todas
Multiple Regression: Testing and Interpreting Interactions Leona S. Aiken,Stephen G. West,Raymond R. Reno Vista de fragmentos - 1991 |
Términos y frases comunes
ANOVA b₁ and b₂ b₁ coefficient b₁X b₂X² b₂Z b3 GPA b3XZ bo Y categorical variable centered predictors Chapter Cohen comparison group components COMPUTE continuous predictor continuous variables correlation covariance matrix criterion crossing point crossproduct term disordinal dummy coding dummy variable effect coding effect size equa equation 5.4 equation 6.1 estimates example Figure global test higher order terms interaction term intercept interpretation levels lower order terms main effects mean measurement error overall regression post hoc probing predicted predictor variables procedure product term regres regression analysis regression coefficients regression equations containing regression of Y reliability represents researchers sample scale scores self-concept simple regression equations simple regression lines Simple Slope Analysis SSres standard deviation standard error starting salary statistical power t-test Table tion transformed uncentered data unstandardized unweighted variance variance-covariance matrix X₁ XZ interaction Y on X Z₁ ZABOVE ZBELOW zero
Pasajes populares
Página 192 - Cohen, J., & Cohen, P. (1983). Applied multiple regression/correlation analyses for the behavioral sciences (2nd ed.). Hillsdale. NJ: Lawrence Erlbaum.
Página 192 - The estimation and interpretation of modifier effects. Journal of Health and Social Behavior, 23, 159-169.
Página 191 - New York: Academic Press. Bohrnstedt, GW, & Carter, TM (1971). Robustness in regression analysis. In HL Costner (Ed.), Sociological methodology 1971 (pp. 118-146). San Francisco: JosseyBass. Bollen, KA, & Barb, KH (1981).

