Linear models : (Record no. 2875007)

MARC details
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control field ocm54379581
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005 - DATE AND TIME OF LATEST TRANSACTION
control field 20220712175649.0
006 - FIXED-LENGTH DATA ELEMENTS--ADDITIONAL MATERIAL CHARACTERISTICS--GENERAL INFORMATION
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007 - PHYSICAL DESCRIPTION FIXED FIELD--GENERAL INFORMATION
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008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field 040209s1996 cau obs 001 0 eng d
040 ## - CATALOGING SOURCE
Original cataloging agency N$T
Language of cataloging eng
Description conventions pn
Transcribing agency N$T
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015 ## - NATIONAL BIBLIOGRAPHY NUMBER
National bibliography number GBB739176
Source bnb
016 7# - NATIONAL BIBLIOGRAPHIC AGENCY CONTROL NUMBER
Record control number 017581985
Source Uk
019 ## -
-- 162128660
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-- 779919969
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 058549214X
Qualifying information (electronic bk.)
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 9780585492148
Qualifying information (electronic bk.)
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 9780125084659
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 012508465X
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 0080510299
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 9780080510293
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OCLC library identifier NZ1
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OCLC library identifier UKMGB
System control number 017581985
035 ## - SYSTEM CONTROL NUMBER
System control number (OCoLC)54379581
Canceled/invalid control number (OCoLC)162128660
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-- (OCoLC)648266294
-- (OCoLC)779919969
037 ## - SOURCE OF ACQUISITION
Stock number 77293:77293
Source of stock number/acquisition Elsevier Science & Technology
Note http://www.sciencedirect.com
050 #4 - LIBRARY OF CONGRESS CALL NUMBER
Classification number QA279
Item number .M685 1996eb
072 #7 - SUBJECT CATEGORY CODE
Subject category code MAT
Subject category code subdivision 029020
Source bisacsh
082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER
Classification number 519.5/35
Edition number 22
049 ## - LOCAL HOLDINGS (OCLC)
Holding library MAIN
100 1# - MAIN ENTRY--PERSONAL NAME
Personal name Moser, Barry Kurt.
9 (RLIN) 1344077
245 10 - TITLE STATEMENT
Title Linear models :
Remainder of title a mean model approach /
Statement of responsibility, etc Barry Kurt Moser.
260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT)
Place of publication, distribution, etc San Diego :
Name of publisher, distributor, etc Academic Press,
Date of publication, distribution, etc ©1996.
300 ## - PHYSICAL DESCRIPTION
Extent 1 online resource (xii, 228 pages)
336 ## -
-- text
-- txt
-- rdacontent
337 ## -
-- computer
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-- rdamedia
338 ## -
-- online resource
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490 1# - SERIES STATEMENT
Series statement Probability and mathematical statistics
504 ## - BIBLIOGRAPHY, ETC. NOTE
Bibliography, etc Includes bibliographical references (pages 221-223) and index.
588 0# -
-- Print version record.
505 0# - FORMATTED CONTENTS NOTE
Formatted contents note Linear Algebra and Related Introductory Topics: Elementary Matrix Concepts. Kronecker Products. Random Vectors. Multivariate Normal Distribution: Multivariate Normal Distribution Function. Conditional Distributionsof Multivariate Normal Vectors. Distributions of Certain Quadratic Forms. Distributions of Quadratic Forms: Quadratic Forms of Normal Random Vectors. Independence. t and F Distributions. Bhats Lemma. Complete, Balanced Factorial Experiments: Models That Admit Restrictions (Finite Models). Models That Do Not Admit Restrictions (Infinite Models). Sum of Squares and Covariance Matrix Algorithms. Expected Mean Squares. Algorithm Applications. Least Squares Regression: Ordinary Least SquaresEstimation. Best Linear Unbiased Estimators. ANOVA Table for the Ordinary Least Squares Regression Function. Weighted Least Squares Regression. Lack of Fit Test. Partitioning the Sum of Squares Regression. The Model Y = X(+ E in Complete, BalancedFactorials. Maximum Likelihood Estimation and Related Topics: Maximum Likelihood Estimators (MLEs) of (and (<+>2. Invariance Property, Sufficiency and Completeness. ANOVA Methods for Finding Maximum Likelihood Estimators. The Likelihood Ratio Test for H(= h. Confidence Bands on Linear Combinations of (. Unbalanced Designs and Missing Data: Replication Matrices. Pattern Matrices and Missing Data. Using Replication and Pattern Matrices Together. Balanced Incomplete Block Designs: General Balanced Incomplete Block Design. Analysis of the General Case. Matrix Derivations of Kempthornes Inter- and Intra-Block Treatment Difference Estimators. Less Than Full Rank Models: Model Assumptions and Examples. The Mean Model Solution. Mean Model Analysis When cov(E) = (<+>2I<->n. Estimable Functions. Mean Model Analysis When cov(E) = (<+>2V. The General Mixed Model: The Mixed Model Structure and Assumptions. Random Portion Analysis: Type I Sumof Squares Method. Random Portion Analysis: Restricted Maximum Likelihood Method. Random Portion Analysis: A Numerical Example. Fixed Portion Analysis. Fixed Portion Analysis: A Numerical Example. Appendixes. References. Subject Index.
520 ## - SUMMARY, ETC.
Summary, etc Linear models, normally presented in a highly theoretical and mathematical style, are brought down to earth in this comprehensive textbook. Linear Models examines the subject from a mean model perspective, defining simple and easy-to-learn rules for building mean models, regression models, mean vectors, covariance matrices and sums of squares matrices for balanced and unbalanced data sets. The author includes both applied and theoretical discussions of the multivariate normal distribution, quadratic forms, maximum likelihood estimation, less than full rank models, and general mixed models. The mean model is used to bring all of these topics together in a coherent presentation of linear model theory. Key Features * Provides a versatile format for investigating linear model theory, using the mean model * Uses examples that are familiar to the student: * design of experiments, analysis of variance, regression, and normal distribution theory * Includes a review of relevant linear algebra concepts * Contains fully worked examples which follow the theorem/proof presentation.
590 ## - LOCAL NOTE (RLIN)
Local note eBooks on EBSCOhost
Provenance (VM) [OBSOLETE] EBSCO eBook Subscription Academic Collection - Worldwide
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Linear models (Statistics)
9 (RLIN) 65504
650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element MATHEMATICS
General subdivision Probability & Statistics
-- Multivariate Analysis.
Source of heading or term bisacsh
9 (RLIN) 885716
650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Linear models (Statistics)
Source of heading or term fast
-- (OCoLC)fst00999084
9 (RLIN) 65504
650 17 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Lineaire modellen.
Source of heading or term gtt
9 (RLIN) 1344078
650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Modèles linéaires (statistique)
Source of heading or term ram
9 (RLIN) 1344079
650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Moyenne.
Source of heading or term ram
9 (RLIN) 1344080
650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Formes quadratiques.
Source of heading or term ram
9 (RLIN) 933768
650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Analyse de régression
General subdivision Moindres carrés.
Source of heading or term ram
9 (RLIN) 1344081
650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Statistique mathématique.
Source of heading or term ram
9 (RLIN) 920912
650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Estimation, Théorie de l'.
Source of heading or term ram
9 (RLIN) 1344082
650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Programmation (mathématiques)
Source of heading or term ram
9 (RLIN) 1052172
653 0# - INDEX TERM--UNCONTROLLED
Uncontrolled term Statistical analysis
655 #0 - INDEX TERM--GENRE/FORM
Genre/form data or focus term Electronic books.
655 #4 - INDEX TERM--GENRE/FORM
Genre/form data or focus term Electronic books.
776 08 - ADDITIONAL PHYSICAL FORM ENTRY
Display text Print version:
Main entry heading Moser, Barry Kurt.
Title Linear models.
Place, publisher, and date of publication San Diego : Academic Press, ©1996
International Standard Book Number 012508465X
Record control number (DLC) 96033930
-- (OCoLC)34321626
830 #0 - SERIES ADDED ENTRY--UNIFORM TITLE
Uniform title Probability and mathematical statistics.
9 (RLIN) 191417
856 40 - ELECTRONIC LOCATION AND ACCESS
Uniform Resource Identifier <a href="https://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&AN=91180">https://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&AN=91180</a>
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Holdings
Withdrawn status Lost status Damaged status Not for loan Collection code Home library Current library Date acquired Total Checkouts Date last seen Price effective from Koha item type
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