Geodesic
On the joint distribution of a~process with stationary increments and its maximum
Teoriâ veroâtnostej i ee primeneniâ, Tome 14 (1969) no. 3, pp. 421-430

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For a stochastically continuous process with stationary increments $\xi(t)$, the joint distribution of $\xi(t)$ and $\max\limits_{o$ is obtained. 
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     author = {D. V. Gusak and V. S. Korolyuk},
     title = {On the joint distribution of a~process with stationary increments and its maximum},
     journal = {Teori\^a vero\^atnostej i ee primeneni\^a},
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     year = {1969},
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D. V. Gusak; V. S. Korolyuk. On the joint distribution of a~process with stationary increments and its maximum. Teoriâ veroâtnostej i ee primeneniâ, Tome 14 (1969) no. 3, pp. 421-430. http://geodesic.mathdoc.fr/item/TVP_1969_14_3_a1/