Asymptotic Statistics

Name: Asymptotic Statistics
Brand: Springer Basel
SKU: 9783034899642
Price: 139.05 RON
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Autor: M. Denker, R. Bhattacharya

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These notes are based on lectures presented during the seminar on " Asymptotic Statistics" held at S...

Informații despre carte

Autor

M. Denker, R. Bhattacharya

Limbă

engleză

Legare

Carte - Carte broșată

Publicat

2011

Pagini

122

EAN

9783034899642

ISBN

3034899645

Enbook ID

02116454

Editura

Springer Basel

Greutate

201

Dimensiuni

155 x 235 x 8

Descriere completă

These notes are based on lectures presented during the seminar on " Asymptotic Statistics" held at SchloB Reisensburg, Gunzburg, May 29-June 5, 1988. They consist of two parts, the theory of asymptotic expansions in statistics and probabilistic aspects of the asymptotic distribution theory in nonparametric statistics. Our intention is to provide a comprehensive presentation of these two subjects, leading from elementary facts to the advanced theory and recent results. Prospects for further research are also included. We would like to thank all participants for their stimulating discussions and their interest in the subjects, which made lecturing very pleasant. Special thanks are due H. Zimmer for her excellent typing. We would also like to take this opportunity to to express our thanks to the Gesellschaft fur mathematische Forschung and to the Deutsche Mathematiker Vereinigung, especially to Professor G. Fischer, for the opportunity to present these lectures and to the Birkhauser Verlag for the publication of these lecture notes. R. Bhattacharya, M. Denker Part I: Asymptotic Expansions in Statistics Rabi Bhattacharya 11 §1. CRAMER-EDGEWORTH EXPANSIONS Let Q be a probability measure on (IRk, B"), B" denoting the Borel sigmafield on IR". Assume that the s - th absolute moment of Q is finite, (1.1) P. := J II x lis Q(dx) 00, for some integer s;::: 3, and that Q is normalized, (1.2) J x(i)Q(dx) = 0 (1 ~ i ~ k), J x(i)x(j)Q(dx) = Dij (1 ~ i,j ~ k).

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Asymptotic Statistics

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