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Conditionally Specified Distributions (Lecture Notes in Statistics)

Barry C. Arnold

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ISBN 10: 0387977945 / ISBN 13: 9780387977942
Published by Springer, 1992
New Condition: New Soft cover
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Bibliographic Details

Title: Conditionally Specified Distributions (...

Publisher: Springer

Publication Date: 1992

Binding: Paperback

Book Condition: New

Edition: 1St Edition - may be Reissue.

About this title


The focus of this monograph is the study of general classes of conditionally specified distributions. Until recently, the analysis of data using conditionally specified models was regarded as computationally difficult, but the advent of readily available computing power has re-invigorated interest in this topic. The authors' aim is to present a guide to conditionally specified models and to consider estimation and simulation methods for such models. The book begins by surveying joint distributions in a variety of settings and presenting results on functional equations which are used throughout the text. Subsequent chapters cover a wide variety of families of conditional distributions, extensions to multivariate situations, and the application to estimation techniques (both classical and Bayesian) and simulation techniques.

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