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Identifiability in stochastic models : characterization of probability distributions

Author: B L S Prakasa Rao
Publisher: Boston : Academic Press, ©1992.
Series: Probability and mathematical statistics.
Edition/Format:  eBook : Document : EnglishView all editions and formats
Summary:
The problem of identifiability is basic to all statistical methods and data analysis, occurring in such diverse areas as Reliability Theory, Survival Analysis, and Econometrics, where stochastic modeling is widely used. Mathematics dealing with identifiability per se is closely related to the so-called branch of "characterization problems" in Probability Theory. This book brings together relevant material on  Read more...
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Genre/Form: Electronic books
Additional Physical Format: Print version:
Prakasa Rao, B.L.S.
Identifiability in stochastic models.
Boston : Academic Press, ©1992
(DLC) 91040038
(OCoLC)24871061
Material Type: Document, Internet resource
Document Type: Internet Resource, Computer File
All Authors / Contributors: B L S Prakasa Rao
ISBN: 0125640153 9780125640152
OCLC Number: 680266828
Reproduction Notes: Electronic reproduction. [S.l.] : HathiTrust Digital Library, 2010. MiAaHDL
Description: 1 online resource (xiii, 253 pages).
Details: Master and use copy. Digital master created according to Benchmark for Faithful Digital Reproductions of Monographs and Serials, Version 1. Digital Library Federation, December 2002.
Contents: Introduction. Identifiability of Probability Distributions of Real-Valued Random Variables Based on Some Funcions of Them. Identifiability of Probability Measures on Abstract Spaces. Identifiability for Some Types of Stochastic Processes. Generalized Convolutions. Identifiability in Some Econometric Models. Identifiability in Some Models for Reliability and Survival Analysis. Identifiability for Mixtures of Distributions. Chapter References. Index.
Series Title: Probability and mathematical statistics.
Responsibility: B.L.S. Prakasa Rao.

Abstract:

Brings together relevant material on identifiability as it occurs in such diverse fields as reliability theory, survival analysis and econometrics. In addition it discusses new results on  Read more...

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