INTERNATIONAL STANDARD BOOK NUMBER
(Number (ISBN
9781461448181
NATIONAL BIBLIOGRAPHY NUMBER
Country Code
IR
Number
EN-50017
LANGUAGE OF THE ITEM
.Language of Text, Soundtrack etc
انگلیسی
COUNTRY OF PUBLICATION OR PRODUCTlON
Country of publication
IR
TITLE AND STATEMENT OF RESPONSIBILITY
Title Proper
Essential Statistical Inferenc
General Material Designation
[Book]
Other Title Information
:Theory and Methods
First Statement of Responsibility
/ by Dennis D. Boos, L. A. Stefanski
.PUBLICATION, DISTRIBUTION, ETC
Place of Publication, Distribution, etc.
New York, NY
Name of Publisher, Distributor, etc.
: Springer New York :Imprint: Springer,
Date of Publication, Distribution, etc.
, 2013.
PHYSICAL DESCRIPTION
Specific Material Designation and Extent of Item
XVII, 568 p. 34 illus., online resource.
SERIES
Series Title
(Springer Texts in Statistics,1431-875X
Volume Designation
; 120)
NOTES PERTAINING TO PUBLICATION, DISTRIBUTION, ETC.
Text of Note
Print
CONTENTS NOTE
Text of Note
This book is for students and researchers who have had a first year graduate level mathematicalstatistics course. It covers classical likelihood, Bayesian, and permutation inference; an introduction to basic asymptotic distribution theory; and modern topics like M-estimation, the jackknife, and the bootstrap. R code is woven throughout the text, and there are a large numberof examples and problems. An important goal has been to make the topics accessible to a wide audience, with little overt relianceon measure theory. A typical semester course consists of Chapters 1-6 (likelihood-based estimationand testing, Bayesian inference, basic asymptotic results) plus selections from M-estimation and related testing and resampling methodology. Dennis Boos and Len Stefanski are professors in the Department of Statistics at North Carolina State.Their research has been eclectic, often with a robustness angle, although Stefanski is also known forresearch concentrated on measurement error, including a co-authored book on non-linear measurementerror models. In recent years the authors have jointly worked on variable selection methods.
Text of Note
Roles of Modeling in Statistical Inference.-Likelihood Construction and Estimation.-Likelihood-Based Tests and Confidence Regions.-Bayesian Inference.-Large Sample Theory: The Basics.-Large Sample Results for Likelihood-Based Methods.-M-Estimation (Estimating Equations).-Hypothesis Tests under Misspecification and RelaxedAssumptions .-Monte Carlo Simulation Studies .-Jackknife.-Bootstrap.-Permutation and Rank Tests.-Appendix: Derivative Notation and Formulas.-References.-Author Index.-Example Index -- R-code Index -- Subject Index..?╗╣
SERIES
Title
Springer Texts in Statistics,1431-875X
Volume Number
120
TOPICAL NAME USED AS SUBJECT
Statistics
Mathematical statistics
Electronic books
LIBRARY OF CONGRESS CLASSIFICATION
Class number
E-BOOK
PERSONAL NAME - PRIMARY RESPONSIBILITY
Boos, Dennis D.
PERSONAL NAME - SECONDARY RESPONSIBILITY
Stefanski, L. A
SpringerLink (Online service)
ORIGINATING SOURCE
Country
ایران
ELECTRONIC LOCATION AND ACCESS
Host name
9781461448174.pdf
Access number
عادی
Compression information
عادی
Date and Hour of Consultation and Access
9781461448174.pdf
Electronic Format Type
متن
old catalog
p
BL
1
a
Y
