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9780824790264

Handbook of Logistic Distribution, Second Edition

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  • ISBN13:

    9780824790264

  • ISBN10:

    082479026X

  • Edition: 2nd
  • Format: Hardcover
  • Copyright: 2022-07-15
  • Publisher: CRC Press

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Summary

Consolidating theory, methodology, and applications of the logistic distribution, the second edition of this bestseller has been completely revised and updated. Skimming over the early history of the logistic distribution, the text focuses on the mathematical and statistical properties of the function as applied to linear observations. With contributions from world-renowned experts, the book includes three new chapters based on the development of new methodologies. The editor introduces new material and revises existing chapters, deleting outdated information to make way for the new. The book includes a bibliography and is indexed by chapter author and subject.

Table of Contents

Introduction and Historical Remarks
Order Statistics and Their Properties
Maximum Likelihood Estimation Based on Complete and Type II Censored Samples
Linear Estimation Based on Complete and Censored Samples
Reliability Estimation Based on MLEs for Complete and Censored Samples
Ranking and Selection Procedures
Characterizations
Translated Families of Distributions
Univariate Generalized Distributions
Some Related Distributions
Multivariate Logistic Distributions
Outliers and Robustness of Estimators
Tests for Outliers
Record Values and Their Properties
Goodness-to-Fit Tests
Tolerance Limits and Sampling Plans Based on Censored Samples
Logistic Stochastic Growth Models and Applications
Logistic Growth Models and Related Problems
Applications to Categorical Data Analysis
Miscellaneous Applications
Bibliography
Author Index
Subject Index
Table of Contents provided by Publisher. All Rights Reserved.

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