Characterization Problems Associated with the Exponential Distribution

Author:   T. A. Azlarov ,  I. Olkin ,  M. Stein ,  N. A. Volodin
Publisher:   Springer-Verlag New York Inc.
Edition:   Softcover reprint of the original 1st ed. 1986
ISBN:  

9781461293743


Pages:   137
Publication Date:   01 October 2011
Format:   Paperback
Availability:   Manufactured on demand   Availability explained
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Characterization Problems Associated with the Exponential Distribution


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Overview

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.

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Author:   T. A. Azlarov ,  I. Olkin ,  M. Stein ,  N. A. Volodin
Publisher:   Springer-Verlag New York Inc.
Imprint:   Springer-Verlag New York Inc.
Edition:   Softcover reprint of the original 1st ed. 1986
Dimensions:   Width: 15.50cm , Height: 0.80cm , Length: 23.50cm
Weight:   0.236kg
ISBN:  

9781461293743


ISBN 10:   146129374
Pages:   137
Publication Date:   01 October 2011
Audience:   Professional and scholarly ,  Professional & Vocational
Format:   Paperback
Publisher's Status:   Active
Availability:   Manufactured on demand   Availability explained
We will order this item for you from a manufactured on demand supplier.

Table of Contents

1 Introduction.- 1.1 Characterization of the exponential distribution by the lack of memory property.- 2 Characterization Problems in the Class of Distributions with a Monotone Failure Rate.- 3 Some Properties of Order Statistics.- 4 Characterization of the Exponential Distribution by an Independent Function of its Order Statistics.- 5 Characterization of the Exponential Distribution by a Property of its Order Statistics.- 6 Characterizations of the Distributions by Moment Properties of Order Statistics.- 7 Characterization Problems of the Geometric Distribution.- 8 Characterization of the Exponential Distribution using the Geometric Distribution.- 9 Multivariate Exponential Distributions and their Characterizations.- Comments.- Author Index.

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