We study the tails of the distribution of the maximum of a stationary gaussian process on a bounded interval of the real line. Under regularity conditions including the existence of the spectral moment of order 8, we give an additional term for this asymptotics. This widens the application of an expansion given originally by Piterbarg [11] for a sufficiently small interval.
Mots clés : tail of distribution of the maximum, stationary gaussian processes
@article{PS_2002__6__177_0, author = {Aza{\"\i}s, Jean-Marc and Bardet, Jean-Marc and Wschebor, Mario}, title = {On the tails of the distribution of the maximum of a smooth stationary gaussian process}, journal = {ESAIM: Probability and Statistics}, pages = {177--184}, publisher = {EDP-Sciences}, volume = {6}, year = {2002}, doi = {10.1051/ps:2002010}, mrnumber = {1943146}, zbl = {1009.60022}, language = {en}, url = {http://www.numdam.org/articles/10.1051/ps:2002010/} }
TY - JOUR AU - Azaïs, Jean-Marc AU - Bardet, Jean-Marc AU - Wschebor, Mario TI - On the tails of the distribution of the maximum of a smooth stationary gaussian process JO - ESAIM: Probability and Statistics PY - 2002 SP - 177 EP - 184 VL - 6 PB - EDP-Sciences UR - http://www.numdam.org/articles/10.1051/ps:2002010/ DO - 10.1051/ps:2002010 LA - en ID - PS_2002__6__177_0 ER -
%0 Journal Article %A Azaïs, Jean-Marc %A Bardet, Jean-Marc %A Wschebor, Mario %T On the tails of the distribution of the maximum of a smooth stationary gaussian process %J ESAIM: Probability and Statistics %D 2002 %P 177-184 %V 6 %I EDP-Sciences %U http://www.numdam.org/articles/10.1051/ps:2002010/ %R 10.1051/ps:2002010 %G en %F PS_2002__6__177_0
Azaïs, Jean-Marc; Bardet, Jean-Marc; Wschebor, Mario. On the tails of the distribution of the maximum of a smooth stationary gaussian process. ESAIM: Probability and Statistics, Tome 6 (2002), pp. 177-184. doi : 10.1051/ps:2002010. http://www.numdam.org/articles/10.1051/ps:2002010/
[1] Handbook of Mathematical functions with Formulas, graphs and mathematical Tables. Dover, New-York (1972). | MR | Zbl
and ,[2] An introduction to Continuity, Extrema and Related Topics for General Gaussian Processes. IMS, Hayward, CA (1990). | MR | Zbl
,[3] Unpublished manuscript (2000).
and ,[4] An asymptotic test for quantitative gene detection. Ann. Inst. H. Poincaré Probab. Statist. (to appear). | Numdam | MR | Zbl
and ,[5] Bounds and asymptotic expansions for the distribution of the maximum of a smooth stationary Gaussian process. ESAIM: P&S 3 (1999) 107-129. | Numdam | MR | Zbl
, and ,[6] The Distribution of the Maximum of a Gaussian Process: Rice Method Revisited, in In and out of equilibrium: Probability with a physical flavour. Birkhauser, Coll. Progress in Probability (2002) 321-348. | MR | Zbl
and ,[7] Stationary and Related Stochastic Processes. J. Wiley & Sons, New-York (1967). | MR | Zbl
and ,[8] Hypothesis testing when a nuisance parameter is present only under the alternative. Biometrika 64 (1977) 247-254. | MR | Zbl
,[9] Calcul Infinitésimal. Hermann, Paris (1980). | MR | Zbl
,[10] Rice series in the theory of random functions. Vestn. Leningrad Univ. Math. 1 (1974) 143-155.
,[11] Comparison of distribution functions of maxima of Gaussian processes. Theoret. Probab. Appl. 26 (1981) 687-705. r | MR | Zbl
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