Statistical Inference/ (Record no. 43703)

MARC details
000 -LEADER
fixed length control field 02112nam a22002417a 4500
003 - CONTROL NUMBER IDENTIFIER
control field CUTN
005 - DATE AND TIME OF LATEST TRANSACTION
control field 20241004162616.0
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field 241004b |||||||| |||| 00| 0 eng d
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 9788131503942
041 ## - LANGUAGE CODE
Language English
082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER
Edition number 23
Classification number 519.5
Item number CAS
100 ## - MAIN ENTRY--PERSONAL NAME
Personal name Casella,George
245 ## - TITLE STATEMENT
Title Statistical Inference/
Statement of responsibility, etc George Casella & Roger L. Berger.
250 ## - EDITION STATEMENT
Edition statement 2nd Ed.
260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT)
Place of publication, distribution, etc New Delhi :
Name of publisher, distributor, etc Cengage Learning India Pvt.,Ltd,
Date of publication, distribution, etc 2002.
300 ## - PHYSICAL DESCRIPTION
Extent xxviii, 660p. :
Other physical details ill. ;
Dimensions 24x16Cms.
500 ## - GENERAL NOTE
General note 'This book builds theoretical statistics from thefirst principles of probability theory. Startingfrom the basics of probability, the authorsdevelop the theory of statistical inferenceusing techniques, definitions, and conceptsthat are statistical and are natural extensionsand consequences of previous concepts.Intended for first-year graduate students, thisbook can be used for students majoring instatistics who have a solid mathematicsbackground. It can also be used in a way thatstresses the more practical uses of statisticaltheory, being more concerned withunderstanding basic statistical concepts andderiving reasonable statistical procedures for avariety of situations, and less concerned withformal optimality investigations.FEATURES Offers new coverage of randomnumber generation, simulation methods,bootstrapping, EM algorithm, p-values, androbustness.Includes new sections on "Logistic Regression"and "Robust Regression"Restructures material for clarity purposesContains updated and expanded Exercises Key Features
505 ## - FORMATTED CONTENTS NOTE
Contents Table of Contents
Title 1. Probability Theory. 2. Transformations and Expectations 3. Common Families of Distributions 4. Multiple Random Variables 5. Properties of a Random Sample 6. Principles of Data Reduction 7. Point Estimation 8. Hypothesis Testing 9. Interval Estimation 10. Asymptotic Evaluations 11. Analysis of Variance and Regression 12. Regression Models
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Mathematical, Probability Theory, Transformations,Multiple Random Variables, Hypothesis Testing
690 ## - LOCAL SUBJECT ADDED ENTRY--TOPICAL TERM (OCLC, RLIN)
Department Name Mathematics
700 ## - ADDED ENTRY--PERSONAL NAME
Personal name Berger, L Roger.
942 ## - ADDED ENTRY ELEMENTS (KOHA)
Source of classification or shelving scheme Dewey Decimal Classification
Koha item type General Books
Holdings
Withdrawn status Lost status Source of classification or shelving scheme Damaged status Not for loan Home library Location Shelving location Date of Cataloging Total Checkouts Full call number Barcode Date last seen Price effective from Koha item type
    Dewey Decimal Classification     CUTN Central Library CUTN Central Library Sciences 04/10/2024   519.5 CAS 50229 04/10/2024 04/10/2024 General Books