عنوان

From finite sample to asymptotic methods in statistics /

(Number (ISBN

0511638388

(Number (ISBN

0511639457

(Number (ISBN

0511640536

(Number (ISBN

0511641893

(Number (ISBN

0511806957

(Number (ISBN

1107210836

(Number (ISBN

9780511638381

(Number (ISBN

9780511639456

(Number (ISBN

9780511640537

(Number (ISBN

9780511641893

(Number (ISBN

9780511806957

(Number (ISBN

9781107210837

Erroneous ISBN

0521877229

Erroneous ISBN

9780521877220

Number

b744765

Title Proper

From finite sample to asymptotic methods in statistics /

General Material Designation

[Book]

First Statement of Responsibility

Pranab K. Sen, Julio M. Singer, Antonio C. Pedroso de Lima.

Place of Publication, Distribution, etc.

New York :

Name of Publisher, Distributor, etc.

Cambridge University Press,

Date of Publication, Distribution, etc.

©2010.

Specific Material Designation and Extent of Item

1 online resource (xii, 386 pages) :

Other Physical Details

illustrations

Series Title

Cambridge series in statistical and probabilistic mathematics

Text of Note

Includes bibliographical references (pages 375-379) and index.

Text of Note

Motivation and basic tools -- Estimation theory -- Hypothesis testing -- Elements of statistical decision theory -- Stochastic processes: an overview -- Stochastic convergence and probability inequalities -- Asymptotic distributions -- Asymptotic behavior of estimators and tests -- Categorical data models -- Regression models -- Weak convergence and Gaussian processes.

0

Text of Note

"Exact statistical inference may be employed in diverse fields of science and technology. As problems become more complex and sample sizes become larger, mathematical and computational difficulties can arise that require the use of approximate statistical methods. Such methods are justified by asymptotic arguments but are still based on the concepts and principles that underlie exact statistical inference. With this in perspective, this book presents a broad view of exact statistical inference and the development of asymptotic statistical inference, providing a justification for the use of asymptotic methods for large samples. Methodological results are developed on a concrete and yet rigorous mathematical level and are applied to a variety of problems that include categorical data, regression, and survival analyses. This book is designed as a textbook for advanced undergraduate or beginning graduate students in statistics, biostatistics, or applied statistics but may also be used as a reference for academic researchers"--Provided by publisher.

Title

From finite sample to asymptotic methods in statistics.

International Standard Book Number

9780521877220

Asymptotic expansions.

Estimation theory.

Mathematical statistics.

Probabilities.

Asymptotic expansions.

Estimation theory.

Lehrbuch

Mathematical statistics.

MATHEMATICS-- Probability & Statistics-- General.

Probabilities.

Statistik

MAT-- 029000

Number

Edition

Class number

Book number

Sen, Pranab Kumar,1937-

Lima, Antonio C. Pedroso de,1961-

Singer, Julio da Motta,1950-

Date of Transaction

20201204050957.0

Cataloguing Rules (Descriptive Conventions))

pn

Electronic name

[Book]

Y