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Characterization Problems Associated with the Exponential Distribution

Characterization Problems Associated with the Exponential Distribution PDF Author: T. A. Azlarov
Publisher: Springer
ISBN:
Category : Mathematics
Languages : en
Pages : 152

Book Description
Problems of calculating the reliability of instruments and systems and the development of measures to increase efficiency and reduce operational costs confronted physicists and mathe maticians at the end of the '40's and the beginning of the '50's in connection with the unrelia bility of electro-vacuum instruments used in aviation. Since then steadily increasing demands for the accuracy, reliability and complexity required in electronic equipment have served as a stimulus in the development of the theory of reliability. From 1950 to 1955 Epstein and Sobel [67,68] and Davis [62], in an analysis of statistical data of the operating time of an instrument up to failure, showed that the distribution is exponential in many cases. Consequently, the ex ponential distribution became basic to research associated with experiments on life expectancy. Further research has shown that there are a whole series of problems in reliability theory for which the exponential distribution is inapplicable. However, it can practically always be used as a first approximation. The ease of computational work due to the nice properties of the exponential distribution (for example, the lack of memory property, see Section 1) is also a reason for its frequent use. AB a rule, data on the behavior of the failure rate function are used to test the hypothesis that a given distribution belongs to the class of exponential distributions, and order statistics are used to estimate the parameter of the exponential distribution.

Characterization Problems Associated with the Exponential Distribution

Characterization Problems Associated with the Exponential Distribution PDF Author: T. A. Azlarov
Publisher: Springer
ISBN:
Category : Mathematics
Languages : en
Pages : 152

Book Description
Problems of calculating the reliability of instruments and systems and the development of measures to increase efficiency and reduce operational costs confronted physicists and mathe maticians at the end of the '40's and the beginning of the '50's in connection with the unrelia bility of electro-vacuum instruments used in aviation. Since then steadily increasing demands for the accuracy, reliability and complexity required in electronic equipment have served as a stimulus in the development of the theory of reliability. From 1950 to 1955 Epstein and Sobel [67,68] and Davis [62], in an analysis of statistical data of the operating time of an instrument up to failure, showed that the distribution is exponential in many cases. Consequently, the ex ponential distribution became basic to research associated with experiments on life expectancy. Further research has shown that there are a whole series of problems in reliability theory for which the exponential distribution is inapplicable. However, it can practically always be used as a first approximation. The ease of computational work due to the nice properties of the exponential distribution (for example, the lack of memory property, see Section 1) is also a reason for its frequent use. AB a rule, data on the behavior of the failure rate function are used to test the hypothesis that a given distribution belongs to the class of exponential distributions, and order statistics are used to estimate the parameter of the exponential distribution.

Characterization Problems Associated with the Exponential Distribution

Characterization Problems Associated with the Exponential Distribution PDF Author: T. A. Azlarov
Publisher: Springer
ISBN: 9781461249566
Category : Mathematics
Languages : en
Pages : 0

Book Description
Problems of calculating the reliability of instruments and systems and the development of measures to increase efficiency and reduce operational costs confronted physicists and mathe maticians at the end of the '40's and the beginning of the '50's in connection with the unrelia bility of electro-vacuum instruments used in aviation. Since then steadily increasing demands for the accuracy, reliability and complexity required in electronic equipment have served as a stimulus in the development of the theory of reliability. From 1950 to 1955 Epstein and Sobel [67,68] and Davis [62], in an analysis of statistical data of the operating time of an instrument up to failure, showed that the distribution is exponential in many cases. Consequently, the ex ponential distribution became basic to research associated with experiments on life expectancy. Further research has shown that there are a whole series of problems in reliability theory for which the exponential distribution is inapplicable. However, it can practically always be used as a first approximation. The ease of computational work due to the nice properties of the exponential distribution (for example, the lack of memory property, see Section 1) is also a reason for its frequent use. AB a rule, data on the behavior of the failure rate function are used to test the hypothesis that a given distribution belongs to the class of exponential distributions, and order statistics are used to estimate the parameter of the exponential distribution.

Characterizations of Probability Distributions.

Characterizations of Probability Distributions. PDF Author: Janos Galambos
Publisher: Lecture Notes in Mathematics
ISBN:
Category : Mathematics
Languages : en
Pages : 186

Book Description
Preliminaries and basic results; Characterizations based on truncated distributions; Characterizations by properties of order statistics; Characterization of the poisson process; Characterizations of multivariate exponential distributions.

Exponential Distribution

Exponential Distribution PDF Author: K. Balakrishnan
Publisher: Routledge
ISBN: 1351449125
Category : Mathematics
Languages : en
Pages : 664

Book Description
The exponential distribution is one of the most significant and widely used distribution in statistical practice. It possesses several important statistical properties, and yet exhibits great mathematical tractability. This volume provides a systematic and comprehensive synthesis of the diverse literature on the theory and applications of the expon

Exponential Distribution

Exponential Distribution PDF Author: K. Balakrishnan
Publisher: Routledge
ISBN: 1351449117
Category : Mathematics
Languages : en
Pages : 414

Book Description
The exponential distribution is one of the most significant and widely used distribution in statistical practice. It possesses several important statistical properties, and yet exhibits great mathematical tractability. This volume provides a systematic and comprehensive synthesis of the diverse literature on the theory and applications of the expon

On a Characterization of the Exponential Distribution Based on a Type 2 Right Cesored Sample

On a Characterization of the Exponential Distribution Based on a Type 2 Right Cesored Sample PDF Author: J. Leslie
Publisher:
ISBN:
Category :
Languages : en
Pages : 17

Book Description


A Characterization of the Exponential Distribution

A Characterization of the Exponential Distribution PDF Author: Thomas Shelburne Ferguson
Publisher:
ISBN:
Category : Distribution (Probability theory)
Languages : en
Pages : 0

Book Description


On a Characterization of the Exponential Distribution

On a Characterization of the Exponential Distribution PDF Author: M. Ahsanullah
Publisher:
ISBN:
Category :
Languages : en
Pages : 10

Book Description


On a Characterization of the Exponential Distribution by Order Statistics

On a Characterization of the Exponential Distribution by Order Statistics PDF Author: M. Ahsanullah
Publisher:
ISBN:
Category :
Languages : en
Pages : 7

Book Description


Identifiability In Stochastic Models

Identifiability In Stochastic Models PDF Author: Bozzano G Luisa
Publisher: Academic Press
ISBN: 0128015268
Category : Mathematics
Languages : en
Pages : 271

Book 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.