| Contiguity of Probability Measures: Some Applications in Statistics Contributor(s): Roussas, George G. (Author) |
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ISBN: 0511804377 ISBN-13: 9780511804373 Publisher: Cambridge University Press OUR PRICE: $140.25 Product Type: Open Ebook - Other Formats Published: February 2011 |
| Additional Information |
| BISAC Categories: - Mathematics | Algebra - Abstract - Mathematics | Probability & Statistics - General |
| Dewey: 519.2 |
| Series: Cambridge Tracts in Mathematics |
| Descriptions, Reviews, Etc. |
| Publisher Description: 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. |