Leverage Plots for General Linear Hypotheses

Authors
Citation
Sall, John, Leverage Plots for General Linear Hypotheses, American statistician , 44(4), 1990, pp. 308-315
Journal title
ISSN journal
00031305
Volume
44
Issue
4
Year of publication
1990
Pages
308 - 315
Database
ACNP
SICI code
Abstract
Leverage plots are a generalization of partial-regression leverage plots, extending the idea to apply to general linear hypothesis tests.Leverage plots can show the point-by-point composition of the sum of squares for a hypothesis test.They are valuable in revealing the degree of fit, the parameter estimates, the residuals, a measure of the variance of the fit, influential points, nonfitting points, nonlinearities, and even collinearity.