Stochastic Processes as Curves in Hilbert Space
Teoriâ veroâtnostej i ee primeneniâ, Tome 9 (1964) no. 2, pp. 193-204
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Regular complex-valued random processes $x(t)$ with finite moments of second order are studied by methods of Hilbert space geometry. A representation formula (4) is given for the process $x(t)$ in terms of “past and present innovations”. The number $N$ is called the complete spectral multiplicity of the process $x(t)$ and is the smallest number for which such a representation exists. It is shown that the multiplicity of $x(t)$ is uniquely determined by the corresponding correlation function and that one can always find a harmonizing process $x(t)$ which has the multiplicity prescribed in advance.
@article{TVP_1964_9_2_a0,
author = {Harald Cram\'er},
title = {Stochastic {Processes} as {Curves} in {Hilbert} {Space}},
journal = {Teori\^a vero\^atnostej i ee primeneni\^a},
pages = {193--204},
publisher = {mathdoc},
volume = {9},
number = {2},
year = {1964},
language = {en},
url = {http://geodesic.mathdoc.fr/item/TVP_1964_9_2_a0/}
}
Harald Cramér. Stochastic Processes as Curves in Hilbert Space. Teoriâ veroâtnostej i ee primeneniâ, Tome 9 (1964) no. 2, pp. 193-204. http://geodesic.mathdoc.fr/item/TVP_1964_9_2_a0/