Stochastic Global Smoothness Preservation

George A. Anastassiou and Sorin G. Gal
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George A. Anastassiou: University of Memphis, Department of Mathematical Sciences
Sorin G. Gal: University of Oradea, Department of Mathematics

Chapter 9 in Approximation Theory, 2000, pp 266-278 from Springer

Abstract: Abstract Let (Ω, A,P) be a probability space and let CΩ[a, b]denote the space of stochastically continuous stochastic processes with index set [a,b]. When C [a,b] ⊂ V ⊂ CΩ[a,b] and $$ \tilde L:V \to C_\Omega \left[ {a,b} \right] $$ is an E(expectation)-commutative linear operator on V, sufficient conditions are given here for E-preservation of global smoothness of X ∈ V through $$ \tilde L $$ . Namely, it is given that $$ {\omega _1}(E(\widetilde LX);\delta \leqslant \left\| L \right\|.{\widetilde \omega _1}\left( {EX;\frac{{c.\delta }}{{\left\| L \right\|}}} \right) \leqslant (\left\| L \right\| + c).{\omega _1}(EX;\delta ) $$ , where $$ L: = \tilde L|_{C\left[ {a,b} \right]} $$ , and for 0 ≤ δ ≤ b-a, ω 1 denotes the first order modulus of continuity with $$ \tilde \omega _1 $$ its least concave majorant and c a universal constant. Applications are given to different types of stochastic convolution operators defined through a kernel. Especially are studied extensively in this connection, stochastic operators defined through a bell-shaped trigonometric kernel. Another application of the above result is to stochastic discretely defined Kratz and Stadtmüller operators.

Keywords: Convergence Factor; Bernstein Operator; Stochastic Operator; Stochastic Convolution; Global Smoothness (search for similar items in EconPapers)
Date: 2000
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DOI: 10.1007/978-1-4612-1360-4_9

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