Alexander's (1987, Ann. Probah. 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. \& 1993 Academic Press. Inc.
The law of the iterated logarithm for empirical processes on Vapnik-Červonenkis classes
✍ Scribed by Kenneth S. Alexander; Michel Talagrand
- Publisher
- Elsevier Science
- Year
- 1989
- Tongue
- English
- Weight
- 572 KB
- Volume
- 30
- Category
- Article
- ISSN
- 0047-259X
No coin nor oath required. For personal study only.
📜 SIMILAR VOLUMES
Sufficient conditions for the law of the iterated logarithm for non-degenerate U-processes are presented. The law of the iterated logarithm for V-C subgraph classes of functions is obtained under second moment of the envelope. A bracketing condition for the law of the iterated logarithm for U-proces
The usual law of the iterated logarithm states that the partial sums Sn of independent and identically distributed random variables can be normalized by the sequence an = d -, such that limsup,,, &/a, = t/z a. 9.. As has been pointed out by GUT (1986) the law fails if one considers the limsup along