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Contiguity of Probability Measures

Contiguity of Probability Measures : Some Applications in Statistics.

・ISBN 978-0-521-09095-7 2008 paper GB£ 48.00

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電子版あり 大学・学術機関向け電子ブック(eBook)ISBN 978-0-511-80437-3

著者・編者Roussas, George G.,
シリーズCambridge Tracts in Mathematics
出版社(Cambridge University Press, UK)
ページ数264 pp.
言語ENG
ニュース番号<M25-9020>

解説

This Tract presents an elaboration of the notion of 'contiguity', which is a concept of 'nearness' of sequences of probability measures. It provides a powerful mathematical tool for establishing certain theoretical results with applications in statistics, particularly in large sample theory problems, where it simplifies derivations and points the way to important results. The potential of this concept has so far only been touched upon in the existing literature, and this book provides the first systematic discussion of it. Alternative characterizations of contiguity are first described and related to more familiar mathematical ideas of a similar nature. A number of general theorems are formulated and proved. These results, which provide the means of obtaining asymptotic expansions and distributions of likelihood functions, are essential to the applications which follow.