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Sufficient conditions for the continuity of stationary gaussian processes and applications to random series of functions

Naresh C. JainMichael B. Marcus — 1974

Annales de l'institut Fourier

Let { X ( t ) , t [ 0 , 1 ] n } be a stochastically continuous, separable, Gaussian process with E [ X ( t + h ) - X ( t ) ] 2 = σ 2 ( | h | ) . A sufficient condition, in terms of the monotone rearrangement of σ , is obtained for X ( t ) to have continuous sample paths almost surely. This result is applied to a wide class of random series of functions, in particular, to random Fourier series.

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