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عنوان
Introduction to statistical limit theory

پدید آورنده
Alan M. Polansky.,Polansky, Alan M.,

موضوع
Limit theorems (Probability theory)

رده
QA273
.
67
.
P65
2011

کتابخانه
Central library and document university of Kurdistan

محل استقرار
استان: Kurdistan ـ شهر: Sanandaj

Central library and document university of Kurdistan

تماس با کتابخانه : 9-08733624006و 08733664600

INTERNATIONAL STANDARD BOOK NUMBER

(Number (ISBN
9781420076608 (hardback)
(Number (ISBN
1420076604 (hardback)

NATIONAL BIBLIOGRAPHY NUMBER

Number
4683

LANGUAGE OF THE ITEM

.Language of Text, Soundtrack etc
انگلیسی

TITLE AND STATEMENT OF RESPONSIBILITY

Title Proper
Introduction to statistical limit theory
General Material Designation
[electronic resources]
First Statement of Responsibility
Alan M. Polansky.

.PUBLICATION, DISTRIBUTION, ETC

Place of Publication, Distribution, etc.
Boca Raton, FL
Name of Publisher, Distributor, etc.
Chapman & Hall/CRC Press
Date of Publication, Distribution, etc.
c2011.

PHYSICAL DESCRIPTION

Specific Material Designation and Extent of Item
xx, 625 p.
Other Physical Details
ill.

SERIES

Series Title
Chapman & Hall/CRC texts in statistical science series

INTERNAL BIBLIOGRAPHIES/INDEXES NOTE

Text of Note
Includes bibliographical references and index.

SUMMARY OR ABSTRACT

Text of Note
"Helping students develop a good understanding of asymptotic theory, Introduction to Statistical Limit Theory provides a thorough yet accessible treatment of common modes of convergence and their related tools used in statistics. It also discusses how the results can be applied to several common areas in the field.The author explains as much of the background material as possible and offers a comprehensive account of the modes of convergence of random variables, distributions, and moments, establishing a firm foundation for the applications that appear later in the book. The text includes detailed proofs that follow a logical progression of the central inferences of each result. It also presents in-depth explanations of the results and identifies important tools and techniques. Through numerous illustrative examples, the book shows how asymptotic theory offers deep insight into statistical problems, such as confidence intervals, hypothesis tests, and estimation. With an array of exercises and experiments in each chapter, this classroom-tested book gives students the mathematical foundation needed to understand asymptotic theory. It covers the necessary introductory material as well as modern statistical applications, exploring how the underlying mathematical and statistical theories work together"--Provided by publisher.
Text of Note
"Those moving on to advanced statistics typically lack the mathematical foundation that allows them to make full use of statistical limit theory. This accessible resource reviews approximation theory and limit theory for sequences of functions and basic notions of functional analysis. It provides detailed arguments that show how underlying mathematical and statistical theory work together. Among its unique qualities, the text covers expansion theory, which is becoming increasingly important in modern applications. It also discusses bootstrap, kernel smoothing, and Markov chain Monte Carlo and includes a wide array of examples and problems from the fundamental to very advanced"--Provided by publisher.

TOPICAL NAME USED AS SUBJECT

Entry Element
Limit theorems (Probability theory)

DEWEY DECIMAL CLASSIFICATION

Number
519
.
2
Edition
22

LIBRARY OF CONGRESS CLASSIFICATION

Class number
QA273
.
67
Book number
.
P65
2011

OTHER CLASS NUMBERS

Class number
MAT029000
System Code
bisacsh

PERSONAL NAME - PRIMARY RESPONSIBILITY

Entry Element
Polansky, Alan M.,
Relator Code
Author

ORIGINATING SOURCE

Country
ایران
Agency
Central Library of the Kurdistan University
Date of Transaction
20160802145521.0

e

BL
280328

a
Y

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