High Dimensional Probability III
Editat de Joergen Hoffmann-Joergensen, Michael B. Marcus, Jon A. Wellneren Limba Engleză Hardback – 27 noi 2003
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Specificații
ISBN-13: 9783764321871
ISBN-10: 3764321873
Pagini: 360
Ilustrații: VIII, 346 p.
Dimensiuni: 160 x 241 x 24 mm
Greutate: 0.71 kg
Ediția:2003
Editura: birkhäuser
Locul publicării:Basel, Switzerland
ISBN-10: 3764321873
Pagini: 360
Ilustrații: VIII, 346 p.
Dimensiuni: 160 x 241 x 24 mm
Greutate: 0.71 kg
Ediția:2003
Editura: birkhäuser
Locul publicării:Basel, Switzerland
Public țintă
ResearchCuprins
I. Measures on General Spaces and Inequalities.- Stochastic inequalities and perfect independence.- Prokhorov-LeCam-Varadarajan’s compactness criteria for vector measures on metric spaces.- On measures in locally convex spaces.- II. Gaussian Processes.- Karhunen-Loeve expansions for weighted Wiener processes and Brownian bridges via Bessel functions.- Extension du thèoréme de Cameron-Martin aux translations aleatoires. II. Intègrabilitè des densitès.- III. Limit Theorems.- Rates of convergence for Lèvy’s modulus of continuity and Hinchin’s law of the iterated logarithm.- On the limit set in the law of the iterated logarithm for U-statistics of order two.- Perturbation approach applied to the asymptotic study of random operators.- A uniform functional law of the logarithm for a local Gaussian process.- Strong limit theorems for mixing random variables with values in Hilbert space and their applications.- IV. Local Times.- Local time-space calculus and extensions of Ito’s formula.- Local times on curves and surfaces.- V. Large, Small Deviations.- Large deviations of empirical processes.- Small deviation estimates for some additive processes.- VI. Density Estimation.- Convergence in distribution of self-normalized sup-norms of kernel density estimators.- Estimates of the rate of approximation in the CLT for L1-norm of density estimators.- VII. Statistics via Empirical Process Theory.- Statistical nearly universal Glivenko-Cantelli classes.- Smoothed empirical processes and the bootstrap.- A note on the asymptotic distribution of Berk-Jones type statistics under the null hypothesis.- A note on the smoothed bootstrap.
Caracteristici
Rigorously refereed contributions originating from the 3rd international conference on High Dimensional Probability in Sandjberg, Denmark, June 2002