SENSITIVITY ANALYSIS IN FACTOR ANALYSIS REGRESSION

Influence functions are derived for the parameters in the factor analysis (FA) regression and some measures are proposed to evaluate the influence on the estimated regression weights β^^^_F and on the squared correlation coefficient r^2 (β^^^_F). As an application, a numerical study is conducted to illustrate the present procedure and to show fundamental properties of influence in FA regression from the sensitivity perspective.