Large Sample Techniques For Statistics (Record no. 59093)

MARC details
000 -LEADER
fixed length control field 03199nam a22002777a 4500
005 - DATE AND TIME OF LATEST TRANSACTION
control field 20220408150839.0
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
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020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 9781461426233
028 ## - DISTRIBUTOR NAME
Distributor Name :Zafaa Books & Distributors
Distributor address :313/56F 49A, Anand Nagar Inderlok Delhi 110035
Bill Number :ZBD0019
Bill Date :04/04/2022
082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER
Classification number 519.52 JIA
100 ## - MAIN ENTRY--PERSONAL NAME
Personal name Jiang, Jiming
245 ## - TITLE STATEMENT
Title Large Sample Techniques For Statistics
Statement of responsibility, etc / Jiming Jiang
260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT)
Place of publication, distribution, etc New York
Name of publisher, distributor, etc : Springer,
Date of publication, distribution, etc ©2010.
300 ## - PHYSICAL DESCRIPTION
Extent xvii, 609p
Dimensions 24cm.
365 ## - TRADE PRICE
Price amount 7119
490 ## - SERIES STATEMENT
Series statement Springer texts in statistics.
505 ## - FORMATTED CONTENTS NOTE
Contents note The?-? Arguments --<br/>Modes of Convergence --<br/>Big O, Small o, and the Unspecified c --<br/>Asymptotic Expansions --<br/>Inequalities --<br/>Sums of Independent Random Variables --<br/>Empirical Processes --<br/>Martingales --<br/>Time and Spatial Series --<br/>Stochastic Processes --<br/>Nonparametric Statistics --<br/>Mixed Effects Models --<br/>Small-Area Estimation --<br/>Jackknife and Bootstrap --<br/>Markov-Chain Monte Carlo.
520 ## - SUMMARY, ETC.
Summary, etc This book offers a comprehensive guide to large sample techniques in statistics. More importantly, it focuses on thinking skills rather than just what formulae to use; it provides motivations, and intuition, rather than detailed proofs; it begins with very simple techniques, and connects theory and applications in entertaining ways. The first five chapters review some of the basic techniques, such as the fundamental epsilon-delta arguments, Taylor expansion, different types of convergence, and inequalities. The next five chapters discuss limit theorems in specific situations of observational data. Each of the first 10 chapters contains at least one section of case study. The last five chapters are devoted to special areas of applications. The sections of case studies and chapters of applications fully demonstrate how to use methods developed from large sample theory in various, less-than-textbook situations. The book is supplemented by a large number of exercises, giving the readers plenty of opportunities to practice what they have learned. The book is mostly self-contained with the appendices providing some backgrounds for matrix algebra and mathematical statistics. The book is intended for a wide audience, ranging from senior undergraduate students to researchers with Ph. D. degrees. A first course in mathematical statistics and a course in calculus are prerequisites. Jiming Jiang is a Professor of Statistics at the University of California, Davis. He is a Fellow of the American Statistical Association and a Fellow of the Institute of Mathematical Statistics. He is the author of another Springer book, Linear and Generalized Linear Mixed Models and Their Applications (2007). Jiming Jiang is a prominent researcher in the fields of mixed effects models, small area estimation and model selection. Most of his research papers have involved large sample techniques. He is currently an Associate Editor of the Annals of Statistics
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Mathematics
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Probabilities and applied mathematics
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Sampling Statistics
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Time and Spatial Series
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Stochastic Process
700 ## - ADDED ENTRY--PERSONAL NAME
Personal name Jiang, Jiming
942 ## - ADDED ENTRY ELEMENTS (KOHA)
Koha item type Books
Holdings
Withdrawn status Lost status Source of classification or shelving scheme Damaged status Not for loan Home library Current library Date acquired Source of acquisition Cost, normal purchase price Full call number Barcode Date last seen Price effective from Koha item type Public note
    Dewey Decimal Classification   Not For Loan SNU LIBRARY SNU LIBRARY 08/04/2022 Zafaa Books & Distributors 7119.00 519.52 JIA 28608 08/04/2022 08/04/2022 Books Books Shifted in Mathematics Dept.
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