TY - JOUR
T1 - A set-indexed fractional Brownian motion
AU - Herbin, Erick
AU - Merzbach, Ely
PY - 2006/6
Y1 - 2006/6
N2 - We define and prove the existence of a fractional Brownian motion indexed by a collection of closed subsets of a measure space. This process is a generalization of the set-indexed Brownian motion, when the condition of independance is relaxed. Relations with the Lévy fractional Brownian motion and with the fractional Brownian sheet are studied. We prove stationarity of the increments and a property of self-similarity with respect to the action of solid motions. Moreover, we show that there no "really nice" set indexed fractional Brownian motion other than set-indexed Brownian motion. Finally, behavior of the set-indexed fractional Brownian motion along increasing paths is analysed.
AB - We define and prove the existence of a fractional Brownian motion indexed by a collection of closed subsets of a measure space. This process is a generalization of the set-indexed Brownian motion, when the condition of independance is relaxed. Relations with the Lévy fractional Brownian motion and with the fractional Brownian sheet are studied. We prove stationarity of the increments and a property of self-similarity with respect to the action of solid motions. Moreover, we show that there no "really nice" set indexed fractional Brownian motion other than set-indexed Brownian motion. Finally, behavior of the set-indexed fractional Brownian motion along increasing paths is analysed.
KW - Fractional Brownian motion
KW - Gaussian processes
KW - Self-similarity
KW - Set-indexed processes
KW - Stationarity
UR - https://www.scopus.com/pages/publications/33845645826
U2 - 10.1007/s10959-006-0019-0
DO - 10.1007/s10959-006-0019-0
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AN - SCOPUS:33845645826
SN - 0894-9840
VL - 19
SP - 337
EP - 364
JO - Journal of Theoretical Probability
JF - Journal of Theoretical Probability
IS - 2
ER -