Concepts of Nonparametric Theory

Concepts of Nonparametric Theory

Author: J.W. Pratt

Publisher: Springer Science & Business Media

ISBN: 9781461259312

Category: Mathematics

Page: 462

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This book explores both non parametric and general statistical ideas by developing non parametric procedures in simple situations. The major goal is to give the reader a thorough intuitive understanding of the concepts underlying nonparametric procedures and a full appreciation of the properties and operating characteristics of those procedures covered. This book differs from most statistics books by including considerable philosophical and methodological discussion. Special attention is given to discussion of the strengths and weaknesses of various statistical methods and approaches. Difficulties that often arise in applying statistical theory to real data also receive substantial attention. The approach throughout is more conceptual than mathematical. The "Theorem-Proof" format is avoided; generally, properties are "shown," rather than "proved." In most cases the ideas behind the proof of an im portant result are discussed intuitively in the text and formal details are left as an exercise for the reader. We feel that the reader will learn more from working such things out than from checking step-by-step a complete presen tation of all details.
Concepts of Nonparametric Theory
Language: en
Pages: 462
Authors: J.W. Pratt, J.D. Gibbons
Categories: Mathematics
Type: BOOK - Published: 2012-12-06 - Publisher: Springer Science & Business Media

This book explores both non parametric and general statistical ideas by developing non parametric procedures in simple situations. The major goal is to give the reader a thorough intuitive understanding of the concepts underlying nonparametric procedures and a full appreciation of the properties and operating characteristics of those procedures covered.
Concepts of Nonparametric Theory
Language: en
Pages: 462
Authors: John Winsor Pratt, Jean Dickinson Gibbons
Categories: Nonparametric statistics
Type: BOOK - Published: 1981-01-01 - Publisher:

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Pages: 175
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Risk theory, which deals with stochastic models of an insurance business, is a classical application of probability theory. The fundamental problem in risk theory is to investigate the ruin possibility of the risk business. Traditionally the occurrence of the claims is described by a Poisson process and the cost of