Concepts of Nonparametric Theory

Pratt, J. W.; Gibbons, J. D.

ISBN 10: 1461259339 / ISBN 13: 9781461259336

Verlag: Springer-Verlag New York Inc., 2012

Series: Springer Series in Statistics. Num Pages: 462 pages, biography. BIC Classification: PBW. Category: (G) General (US: Trade). Dimension: 235 x 155 x 25. Weight in Grams: 735. . 2012. Softcover reprint of the original 1st ed. 1981. Paperback. . . . . Bestandsnummer des Verkäufers V9781461259336

Inhaltsangabe:

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.

Reseña del editor: 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.

Bibliografische Details

Titel: Concepts of Nonparametric Theory
Verlag: Springer-Verlag New York Inc.
Erscheinungsdatum: 2012
Einband: Softcover
Zustand: New