Phantom distribution functions for some stationary sequences

Verfasser / Beitragende:
[Paul Doukhan, Adam Jakubowski, Gabriel Lang]
Ort, Verlag, Jahr:
2015
Enthalten in:
Extremes, 18/4(2015-12-01), 697-725
Format:
Artikel (online)
ID: 605463875
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024 7 0 |a 10.1007/s10687-015-0228-y  |2 doi 
035 |a (NATIONALLICENCE)springer-10.1007/s10687-015-0228-y 
245 0 0 |a Phantom distribution functions for some stationary sequences  |h [Elektronische Daten]  |c [Paul Doukhan, Adam Jakubowski, Gabriel Lang] 
520 3 |a The notion of a phantom distribution function (phdf) was introduced by O'Brien (Ann. Probab. 15, 281-292 (1987)). We show that the existence of a phdf is a quite common phenomenon for stationary weakly dependent sequences. It is proved that any α-mixing stationary sequence with continuous marginals admits a continuous phdf. Sufficient conditions are given for stationary sequences exhibiting weak dependence, what allows the use of attractive models beyond mixing. The case of discontinuous marginals is also discussed for α-mixing. Special attention is paid to examples of processes which admit a continuous phantom distribution function while their extremal index is zero. We show that Asmussen (Ann. Appl. Probab. 8, 354-374 1998) and Roberts et al. (Extremes. 9, 213-229 2006) provide natural examples of such processes. We also construct a non-ergodic stationary process of this type. 
540 |a The Author(s), 2015 
690 7 |a Strictly stationary processes  |2 nationallicence 
690 7 |a Extremes  |2 nationallicence 
690 7 |a Extremal index  |2 nationallicence 
690 7 |a Phantom distribution function  |2 nationallicence 
690 7 |a α -mixing  |2 nationallicence 
690 7 |a Weak dependence  |2 nationallicence 
690 7 |a Lindley's process  |2 nationallicence 
690 7 |a Random walk Metropolis algorithm  |2 nationallicence 
700 1 |a Doukhan  |D Paul  |u Université de Cergy-Pontoise and Institut Universitaire de France, UMR 8088 Analyse, Géométrie et Modélisation, 2, av. Adolphe Chauvin, 95302, Cergy-Pontoise CEDEX, France  |4 aut 
700 1 |a Jakubowski  |D Adam  |u Nicolaus Copernicus University, Faculty of Mathematics and Computer Science, ul. Chopina 12/18, 87-100, Toruń, Poland  |4 aut 
700 1 |a Lang  |D Gabriel  |u AgroParisTech, UMR 518 Mathématique et Informatique appliquées, 19 avenue du Maine, 75732, Paris CEDEX 15, France  |4 aut 
773 0 |t Extremes  |d Springer US; http://www.springer-ny.com  |g 18/4(2015-12-01), 697-725  |x 1386-1999  |q 18:4<697  |1 2015  |2 18  |o 10687 
856 4 0 |u https://doi.org/10.1007/s10687-015-0228-y  |q text/html  |z Onlinezugriff via DOI 
898 |a BK010053  |b XK010053  |c XK010000 
900 7 |a Metadata rights reserved  |b Springer special CC-BY-NC licence  |2 nationallicence 
908 |D 1  |a research-article  |2 jats 
949 |B NATIONALLICENCE  |F NATIONALLICENCE  |b NL-springer 
950 |B NATIONALLICENCE  |P 856  |E 40  |u https://doi.org/10.1007/s10687-015-0228-y  |q text/html  |z Onlinezugriff via DOI 
950 |B NATIONALLICENCE  |P 700  |E 1-  |a Doukhan  |D Paul  |u Université de Cergy-Pontoise and Institut Universitaire de France, UMR 8088 Analyse, Géométrie et Modélisation, 2, av. Adolphe Chauvin, 95302, Cergy-Pontoise CEDEX, France  |4 aut 
950 |B NATIONALLICENCE  |P 700  |E 1-  |a Jakubowski  |D Adam  |u Nicolaus Copernicus University, Faculty of Mathematics and Computer Science, ul. Chopina 12/18, 87-100, Toruń, Poland  |4 aut 
950 |B NATIONALLICENCE  |P 700  |E 1-  |a Lang  |D Gabriel  |u AgroParisTech, UMR 518 Mathématique et Informatique appliquées, 19 avenue du Maine, 75732, Paris CEDEX 15, France  |4 aut 
950 |B NATIONALLICENCE  |P 773  |E 0-  |t Extremes  |d Springer US; http://www.springer-ny.com  |g 18/4(2015-12-01), 697-725  |x 1386-1999  |q 18:4<697  |1 2015  |2 18  |o 10687