Notations

A The transpose of the matrix A
A* The conjugate transpose (Hermitian transpose) of the matrix A
ai• The transpose of the ith row of the matrix A = (aij)
B(α, β) The beta function
BH Fractional Brownian motion with Hurst parameter H
images Borel σ-algebra on images
Cλ([a, b])

Space of Hölder continuous functions f: [a, b] → images with Hölder exponent λ ∈ (0,1] equipped with the norm

images

images Riemann–Liouville left-sided fractional derivative of order α
images Riemann–Liouville right-sided fractional derivative of order α
fa+(x) =(f(x) − f(a+))1(a,b)(x)
gb(x) =(g(x) − g(b−))1(a,b)(x)
images Riemann–Liouville left-sided fractional integral of order α
images Riemann–Liouville right-sided fractional integral of order α
Lp([a, b])

Space of measurable p-integrable functions f : [a, b] → images, p > 0, equipped with the norm

images

images

Space of functions f: [0,T] → images such that

images

equipped with the norm

images

images The space of Gaussian martingales of the form images, where aimagesL2([0,T])
images

The set of minimizing functions for the functional f on L2([0, 1]) of the form f(x) = supt∈[0, 1]

images

images(0, 1) The standard normal distribution
images The set of natural numbers, i.e. the positive integers
images The set of real numbers
images = [0, ∞)
images The space of measurable functions f: [0,T] → images such that
images
images The space of measurable functions f: [0,T] → images such that
images
w[J] = (wj, iJ), The vector made of the elements of vector w with indices within J.
X[·, J] The submatrix of the matrix X constructed of the columns of the matrix X with indices within the set J;
x+ = max{x, 0}
z(t, s) The Molchan kernel
Γ(α) The gamma function
images images
images images where images, imagesL2([0, T])
(Ω, images, P) Complete probability space
1A Indicator function of a set A
images Equality in distribution (equality of all finite-dimensional distributions)
images Convergence in probability
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