Can we disregard the whole model? Omnibus non-inferiority testing for $R^2$ in multivariable linear regression and ${\hat{\eta }}^2$ in ANOVA

Harlan Campbell, Daniël Lakens

Determining a lack of association between an outcome variable and a number of different explanatory variables is frequently necessary in order to disregard a proposed model (i.e.,…