Título: Berry-Esseen Bounds for the Number of Maxima in Planar Regions
Autores: Bai, Zhi-Dong; National University of Singapore and Northeast Normal University
Hwang, Hsien-Kuei; Academia Sinica, Taipei
Tsai, Tsung-Hsi; Academia Sinica, Taipei
Fecha: 2003-01-01
Publicador: Electronic journal of probability
Fuente:
Tipo: Peer-reviewed Article

Tema: Dominance, Maximal points, Central limit theorem, Berry-Esseen bound, Local limit theorem, Method of moments
Descripción: We derive the optimal convergence rate $O(n^{-1/4})$ in the central limit theorem for the number of maxima in random samples chosen uniformly at random from the right equilateral triangle with two sides parallel to the axes, the hypotenuse with the slope $-1$ and consituting the top part of the boundary of the triangle. A local limit theorem with rate is also derived. The result is then applied to the number of maxima in general planar regions (upper-bounded by some smooth decreasing curves) for which a near-optimal convergence rate to the normal distribution is established.
Idioma: No aplica

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