Stable Limits for Empirical Processes on Vapnik-Cervonenkis Classes of Functions

Alexander's (1987, Ann. Probab.15 178-203) central limit theorem for empirical processes on Vapnik-Cervonenkis classes of functions is extended to the case with non-Gaussian stable limits. The corresponding weak laws of large numbers are also established.