Título: The $m(n)$ out of $k(n)$ bootstrap for partial sums of St. Petersburg type games
Autores: del Barrio, Eustasio; Universidad de Valladolid
Janssen, Arnold; University of Düsseldorf
Pauly, Markus; University of Düsseldorf
Fecha: 2013-01-03
Publicador: Electronic communications in probability
Fuente:
Tipo: Peer-reviewed Article
Tema: Bootstrap, infinitely divisible distributions, L{\'e}vy process, $m(n)$ out of $k(n)$ resampling, stable and semi-stable laws, St. Petersburg game
60E07, 62F40, 60F05.
Descripción: This paper illustrates that the bootstrap of a partial sum given by i.i.d. copies of a random variable $X_1$ has to be dealt with care in general. It turns out that in various cases a whole spectrum of different limit laws of the $m(n)$ out of $k(n)$ bootstrap can be obtained for different choices of $m(n)/k(n) -> 0$ whenever $X_1$ does not lie in the domain of attraction of a stable law. As a concrete example we study bootstrap limit laws for the cumulated gain sequence of repeated St. Petersburg games. It is shown that here a continuum of different semi-stable bootstrap limit laws occurs.
Idioma: Inglés

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