Linear models and regression with R (Record no. 72819)

000 -LEADER
fixed length control field 02725nam a2200409Ia 4500
001 - CONTROL NUMBER
control field 000011282
005 - DATE AND TIME OF LATEST TRANSACTION
control field 20220711214224.0
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field 191029t20192020si a ob 001 0 eng
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
ISBN 9789811200410
-- (ebook)
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
-- (hbk.)
082 04 - CLASSIFICATION NUMBER
Call Number 519.5/360285513
100 1# - AUTHOR NAME
Author Sengupta, Debasis,
245 10 - TITLE STATEMENT
Title Linear models and regression with R
Sub Title an integrated approach /
260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT)
Place of publication Singapore :
Publisher World Scientific Publishing Co. Pte Ltd.,
Year of publication [2019], ©2020.
300 ## - PHYSICAL DESCRIPTION
Number of Pages 1 online resource (772 p.) :
490 0# - SERIES STATEMENT
Series statement Series on multivariate analysis,
500 ## - GENERAL NOTE
Remark 1 "This book is an expanded, updated, and reorganized version of 'Linear Models: An Integrated Approach', published sixteen years ago."--Preface.
520 ## - SUMMARY, ETC.
Summary, etc "Starting with the basic linear model where the design and covariance matrices are of full rank, this book demonstrates how the same statistical ideas can be used to explore the more general linear model with rank-deficient design and/or covariance matrices. The unified treatment presented here provides a clearer understanding of the general linear model from a statistical perspective, thus avoiding the complex matrix-algebraic arguments that are often used in the rank-deficient case. Elegant geometric arguments are used as needed. The book has a very broad coverage, from illustrative practical examples in Regression and Analysis of Variance alongside their implementation using R, to providing comprehensive theory of the general linear model with 181 worked-out examples, 227 exercises with solutions, 152 exercises without solutions (so that they may be used as assignments in a course), and 320 up-to-date references."--
650 #0 - SUBJECT ADDED ENTRY--SUBJECT 1
General subdivision Data processing.
700 1# - AUTHOR 2
Author 2 Jammalamadaka, S. Rao.
700 1# - AUTHOR 2
Author 2 Sengupta, Debasis,
856 40 - ELECTRONIC LOCATION AND ACCESS
Uniform Resource Identifier https://www.worldscientific.com/worldscibooks/10.1142/11282#t=toc
942 ## - ADDED ENTRY ELEMENTS (KOHA)
Koha item type eBooks
588 ## -
-- Title from title screen (World Scientific, viewed October 29, 2019).
520 ## - SUMMARY, ETC.
-- Publisher's website.
650 #0 - SUBJECT ADDED ENTRY--SUBJECT 1
-- Linear models (Statistics)
650 #0 - SUBJECT ADDED ENTRY--SUBJECT 1
-- Regression analysis.
650 #0 - SUBJECT ADDED ENTRY--SUBJECT 1
-- Linear models (Statistics)
650 #0 - SUBJECT ADDED ENTRY--SUBJECT 1
-- R (Computer program language)
650 #0 - SUBJECT ADDED ENTRY--SUBJECT 1
-- Electronic books.

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