Identifiability In Stochastic Models

Identifiability In Stochastic Models

1st Edition - June 16, 1992

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  • Author: Author Unknown
  • eBook ISBN: 9780128015261

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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.

Table of 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.

Product details

  • No. of pages: 253
  • Language: English
  • Copyright: © Academic Press 1992
  • Published: June 16, 1992
  • Imprint: Academic Press
  • eBook ISBN: 9780128015261

About the Author

Author Unknown

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