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Statistical Models Based on Counting Processes

Statistical Models Based on Counting Processes

Book (31 Jan 1993)

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Publisher's Synopsis

Modern survival analysis and more general event history analysis may be effectively handled in the mathematical framework of counting processes, stochastic integration, martingale central limit theory and product integration. This book presents this theory, which has been the subject of an intense research activity during the past one-and-a-half decades. The exposition of the theory is integrated with the careful presentation of many practical examples, based almost exlusively on the authors' experience, with detailed numerical and graphical illustrations.;"Statistical Models Based on Counting Processes" may be viewed as a research monograph for mathematical statisticians and biostatisticians, although almost all methods are given in sufficient detail to be used in practice by other mathematically oriented researchers studying event histories (demographers, econometricians, epidemiologists, actuariala mathematicians, reliability engineers, biologists). Much of the material has so far only been available in the journal literature (if at all), and a wide variety of researchers will find this an invlauable survey of the subject.

Book information

ISBN: 9783540978725
Publisher: Springer-Verlag
Imprint: Springer-Verlag
Pub date:
DEWEY: 519.5
DEWEY edition: 20
Language: English
Number of pages: 767
Weight: 1220g
Height: 240mm