Box-constrained monotone $L_{\infty }$-approximations to Lipschitz regularizations, with applications to robust testing

Eustasio del Barrio, Hristo Inouzhe, Carlos Matrán

Tests of fit to exact models in statistical analysis often lead to rejections even when the model is a useful approximate description of the random generator of the data. Among pos…