Dominance Analysis
Dominance analysis is a method that allows to compare the
relative importance of predictors in multiple regression models:
ordinary least squares, generalized linear models and
hierarchical linear models. The main principles and methods of
dominance analysis are described in
Budescu, D. V. (1993) and
Azen, R., & Budescu, D. V. (2003)
for ordinary least squares regression. Subsequently, the extensions
for multivariate regression, logistic regression and
hierarchical linear models were described in
Azen, R., & Budescu, D. V. (2006) ,
Azen, R., & Traxel, N. (2009) and
Luo, W., & Azen, R. (2013) ,
respectively.