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An introduction to applied multivariate analysis with R / (Record no. 4796)

MARC details
000 -LEADER
fixed length control field	02774cam a22002897a 4500
005 - DATE AND TIME OF LATEST TRANSACTION
control field	20260112063323.0
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number	9781441996497
039 ## - LEVEL OF BIBLIOGRAPHIC CONTROL AND CODING DETAIL [OBSOLETE]
Level of rules in bibliographic description	202109301258
Level of effort used to assign nonsubject heading access points	staff
Level of effort used to assign subject headings	201508172036
Level of effort used to assign classification	staff
Level of effort used to assign subject headings	201506090936
Level of effort used to assign classification	staff
Level of effort used to assign subject headings	201506090934
Level of effort used to assign classification	staff
--	201506090932
--	staff
082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER
Classification number	519.5 35
Item number	EVE [Shelf 77 ]
100 ## - MAIN ENTRY--PERSONAL NAME
Personal name	Everitt, Brian.
245 #3 - TITLE STATEMENT
Title	An introduction to applied multivariate analysis with R /
Statement of responsibility, etc.	Brian Everitt, Torsten Hothorn.
260 ## - PUBLICATION, DISTRIBUTION, ETC.
Place of publication, distribution, etc.	New York :
Name of publisher, distributor, etc.	Springer,
Date of publication, distribution, etc.	c2011.
300 ## - PHYSICAL DESCRIPTION
Extent	xiv, 273 p. :
Other physical details	ill. ;
Dimensions	24 cm.
490 ## - SERIES STATEMENT
Series statement	Use R!
504 ## - BIBLIOGRAPHY, ETC. NOTE
Bibliography, etc. note	Includes bibliographical references (p. 259-269) and index.
505 ## - FORMATTED CONTENTS NOTE
Formatted contents note	Multivariate data and multivariate analysis -- Looking at multivariate data: visualisation -- Principal components analysis -- Multidimensional scaling -- Exploratory factor analysis -- Cluster analysis -- Confirmatory factor analysis and structural equation models -- The analysis of repeated measures data.
520 ## - SUMMARY, ETC.
Summary, etc.	"The majority of data sets collected by researchers in all disciplines are multivariate, meaning that several measurements, observations, or recordings are taken on each of the units in the data set. These units might be human subjects, archaeological artifacts, countries, or a vast variety of other things. In a few cases, it may be sensible to isolate each variable and study it separately, but in most instances all the variables need to be examined simultaneously in order to fully grasp the structure and key features of the data. For this purpose, one or another method of multivariate analysis might be helpful, and it is with such methods that this book is largely concerned. Multivariate analysis includes methods both for describing and exploring such data and for making formal inferences about them. The aim of all the techniques is, in general sense, to display or extract the signal in the data in the presence of noise and to find out what the data show us in the midst of their apparent chaos. An Introduction to Applied Multivariate Analysis with R explores the correct application of these methods so as to extract as much information as possible from the data at hand, particularly as some type of graphical representation, via the R software. Throughout the book, the authors give many examples of R code used to apply the multivariate techniques to multivariate data."--Publisher's description.
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element	Multivariate analysis
General subdivision	Data processing.
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element	R (Computer program language)
650 07 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element	Multivariate Analyse.
Source of heading or term	swd
650 07 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element	R (Programm)
Source of heading or term	swd
700 ## - ADDED ENTRY--PERSONAL NAME
Personal name	Hothorn, Torsten.
830 ## - SERIES ADDED ENTRY--UNIFORM TITLE
Uniform title	Use R!
991 ## -
--	VIRTUA40
991 ## -
--	VTLSSORT00800200082010002450260030004900504050505200650065016502650370008300*9992
909 ## -
--	5336

Holdings
Withdrawn status	Lost status	Damaged status	Not for loan	Home library	Current library	Date acquired	Total checkouts	Full call number	Barcode	Copy number	Koha item type
				Indian Institute Of Management, Shillong	Indian Institute Of Management, Shillong	09/06/2015		519.5 35 EVE [Shelf 77 ]	0011768		Reference