On approximate validation of models: A Kolmogorov-Smirnov based approach

Eustasio del Barrio, Hristo Inouzhe, Carlos Matrán

Classical tests of fit typically reject a model for large enough real data samples. In contrast, often in statistical practice a model offers a good description of the data even th…