Identifiability In Stochastic Models
Published on 18. September 2012
253 pages
978-0-12-801526-1 (ISBN)
Description
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 identifiability as it occurs in these diverse fields.
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Other editions
Additional editions
Bozzano G. Luisa
Identifiability In Stochastic Models
Book
08/1992
Academic Press
€54.46
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Person
B.L.S. Prakasa Rao Ph.D, FNA, FASc, FNASc, FAPAS is Professor Emeritus and former Director, Indian Statistical Institute, University of Hyderabad Campus, Hyderabad, India
Content
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.
