[图书][B] Nonparametric functional data analysis

F Ferraty - 2006 - Springer
This work is the fruit of recent advances concerning both nonparametric statistical modelling
and functional variables and is based on various publications in international statistical …

[图书][B] Lectures on Gaussian processes

M Lifshits, M Lifshits - 2012 - Springer
Abstract Theory of random processes needs a kind of normal distribution. This is why
Gaussian vectors and Gaussian distributions in infinite-dimensional spaces come into play …

Exact L 2 -small ball behavior of integrated Gaussian processes and spectral asymptotics of boundary value problems

AI Nazarov, YY Nikitin - Probability Theory and Related Fields, 2004 - Springer
We find the exact small deviation asymptotics for the L 2-norm of various m-times integrated
Gaussian processes closely connected with the Wiener process and the Ornstein …

Convergence types and rates in generic Karhunen-Loeve expansions with applications to sample path properties

I Steinwart - Potential Analysis, 2019 - Springer
Abstract We establish a Karhunen-Loève expansion for generic centered, second order
stochastic processes, which does not rely on topological assumptions. We further investigate …

Small ball probabilities for Gaussian random fields and tensor products of compact operators

A Karol, A Nazarov, Y Nikitin - Transactions of the American Mathematical …, 2008 - ams.org
We find the logarithmic $ L_2 $-small ball asymptotics for a large class of zero mean
Gaussian fields with covariances having the structure of “tensor product”. The main condition …

Integrated Brownian motions and exact -small balls

F Gao, J Hannig, F Torcaso - The Annals of Probability, 2003 - projecteuclid.org
We will introduce a class of m-times integrated Brownian motions. The exact asymptotic
expansions for the $ L_2 $-small ball probabilities will be discussed for members of this …

Exact L 2-Small Ball Asymptotics of Gaussian Processes and the Spectrum of Boundary-Value Problems

AI Nazarov - Journal of Theoretical Probability, 2009 - Springer
We sharpen a classical result on the spectral asymptotics of boundary-value problems for
self-adjoint ordinary differential operator. Using this result, we obtain the exact L 2-small ball …

Laplace transforms via Hadamard factorization

F Gao, J Hannig, TY Lee, F Torcaso - 2003 - projecteuclid.org
In this paper we consider the Laplace transforms of some random series, in particular, the
random series derived as the squared L_2 norm of a Gaussian stochastic process. Except …

[HTML][HTML] On quadratic functionals of the Brownian sheet and related processes

P Deheuvels, G Peccati, M Yor - Stochastic Processes and their …, 2006 - Elsevier
Motivated by asymptotic problems in the theory of empirical processes, and specifically by
tests of independence, we study the law of quadratic functionals of the (weighted) Brownian …

-small ball asymptotics for Gaussian random functions: A survey

A Nazarov, Y Petrova - Probability Surveys, 2023 - projecteuclid.org
L2-small ball asymptotics for Gaussian random functions: A survey Page 1 Probability Surveys
Vol. 20 (2023) 608–663 ISSN: 1549-5787 https://doi.org/10.1214/23-PS20 L2-small ball …