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Life Distributions Structure Of Nonparametric Semiparametric And Parametric Families at Meripustak

Life Distributions Structure Of Nonparametric Semiparametric And Parametric Families

Books from same Author: Albert W. Marshall

Books from same Publisher: Springer

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    • General Information  
    Author(s)Albert W. Marshall
    PublisherSpringer
    ISBN9780387203331
    Pages785
    BindingHardback
    LanguageEnglish
    Publish YearJuly 2007

    Description

    Springer Life Distributions Structure Of Nonparametric Semiparametric And Parametric Families by Albert W. Marshall

    This book is devoted to the study of univariate distributions appropriate for the analyses of data known to be nonnegative. The book includes much material from reliability theory in engineering and survival analysis in medicine._x000D_ _x000D_ Basics.- Preliminaries.- Ordering Distributions: Descriptive Statistics.- Mixtures.- Nonparametric Families.- Nonparametric Families: Densities and Hazard Rates.- Nonparametric Families: Origins in Reliability Theory.- Nonparametric Families: Inequalities for Moments and Survival Functions.- Semiparametric Families.- Semiparametric Families.- Parametric Families.- The Exponential Distribution.- Parametric Extensions of the Exponential Distribution.- Gompertz and Gompertz-Makeham Distributions.- The Pareto and F Distributions and Their Parametric Extensions.- Logarithmic Distributions.- The Inverse Gaussian Distribution.- Distributions with Bounded Support.- Additional Parametric Families.- Models Involving Several Variables.- Covariate Models.- Several Types of Failure: Competing Risks.- More About Semi-parametric Families.- Characterizations Through Coincidences of Semiparametric Families.- More About Semiparametric Families.- Complementary Topics.- Some Topics from Probability Theory.- Convexity and Total Positivity.- Some Functional Equations.- Gamma and Beta Functions.- Some Topics from Analysis._x000D_