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Istituto Metodi Quantitativi - Università L. Bocconi
Viale Isonzo, 25 - 20135 Milano
Tel. 02-58365629 - Fax 02-58365630
SEMINARIO
SOME EXTREMAL PROBLEMS FOR GAUSSIAN
AND EMPIRICAL RANDOM FIELDS
Ya.Yu.Nikitin
Department of Mathematics and Mechanics
St. Petersburg University, Russia
giovedì, 3 maggio 2001 - ore 16.00
aula IMQ - stanza 137
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Abstract:
Some important problems of Probability and Statistics can be reduced to
the evaluation of supremum of some homogeneous functional defined on the
Strassen ball in the space of smooth functions on the square. We give the
solution of this extremal problem in two particular cases: when the
functional is linear and continuous and when it is a superposition of two
seminorms. As a result we obtain the rough large deviation asymptotics
for Lp -norms of Brownian fields on the square, some Strassen type laws of
iterated logarithm for functionals of Brownian fields, and describe the
conditions of local Bahadur optimality for some nonparametric independence
tests such as generalized rank correlation coefficients.