Hadi measure of regression influence [STB-11: ip3.1] ------------------------------------ ^hinflu^ newvar (for use after ^fit^; see ^help fit^) Description ----------- The below is loosely quoted from the abstract of Hadi (1992): The existing influence measures are procedures designed to detect the influence of observations on a specific regression result; the proposed (^hfinlu^) measure is a measure of overall influence. Fitting a regression model in practice can have many purposes and the user may prefer to begin with an overall measure. Description, continued ---------------------- This diagonostic possesses several desireable properties that many of the freq- uently used diagnostics do not generally possess: (a) invariance to location and scale in the response variable; (b) invariance to nonsingular transforma- tions of the explanatory variables; (c) it is an additive function of measures of leverage and residual error; and (d) it is monotonically increasing in the leverage values and squared residuals. Example ------- . ^fit mpg weight displ^ . ^hinflu Hi^ References ---------- Hadi, A. S. 1992. A new measure of overall potential influence in linear regression. ^Computational Statistics & Data Analsysis^ 14: 1-27. Also see -------- On-line: ^help^ for ^fit^ STB: ip3.1 (STB-11)