MARC Record from marc_columbia

LEADER: 03868cam a2200613 i 4500
001 15294691
005 20220618233354.0
006 m o d
007 cr |||||||||||
008 200909t20212021nyua ob 001 0 eng
010 $a 2020038117
035 $a(OCoLC)on1195819727
035 $a(NNC)15294691
040 $aDLC$beng$erda$cDLC$dOCLCO$dOCLCF$dTYFRS$dYDX$dN$T$dCUV$dOCLCO
020 $a9781003120001$qelectronic book
020 $a1003120008$qelectronic book
020 $a9781000336665$qelectronic book
020 $a1000336662$qelectronic book
020 $a9781000336825$qelectronic book
020 $a1000336824$qelectronic book
020 $a1000336565$qelectronic book
020 $a9781000336566$q(electronic bk.)
020 $z9780367636258$qhardcover
020 $z9780367634681$qpaperback
035 $a(OCoLC)1195819727
037 $a9781003120001$bTaylor & Francis
042 $apcc
050 04 $aQA278.5$b.W38 2021
072 7 $aPSY$x000000$2bisacsh
072 7 $aJMB$2bicssc
082 00 $a519.5/354$223
049 $aZCUA
100 1 $aWatkins, Marley W.,$d1949-$eauthor.
245 12 $aA step-by-step guide to exploratory factor analysis with R and Rstudio /$cMarley W. Watkins.
264 1 $aNew York, NY :$bRoutledge,$c2021.
264 4 $c©2021
300 $a1 online resource (xiii, 183 pages) :$bcolor illustrations
336 $atext$btxt$2rdacontent
337 $acomputer$bc$2rdamedia
338 $aonline resource$bcr$2rdacarrier
504 $aIncludes bibliographical references and index.
520 $a"This is a concise, easy to use, step-by-step guide for applied researchers conducting exploratory factor analysis (EFA) using the open source software R. In this book, Dr. Watkins systematically reviews each decision step in EFA with screen shots of R and RStudio code and recommends evidence-based best practice procedures. This is an eminently applied, practical approach with few or no formulas and is aimed at readers with little to no mathematical background. Dr. Watkins maintains an accessible tone throughout and uses minimal jargon and formula to help facilitate grasp of the key issues users will face when applying EFA, along with how to implement, interpret, and report results. Copious scholarly references and quotations are included to support the reader in responding to editorial reviews. This is a valuable resource for upper level undergraduate and postgraduate students, as well as for more experienced researchers undertaking multivariate or structure equation modeling courses across the behavioral, medical, and social sciences"--$cProvided by publisher.
545 0 $aMarley W. Watkins earned a Ph.D. in Educational Psychology and Measurements with a specialty in School Psychology from the University of Nebraska-Lincoln, USA. He is currently Research Professor in the Department of Educational Psychology at Baylor University, USA, and has authored more than 200 articles, books, and chapters and presented more than 150 papers at professional conferences.
588 $aDescription based on online resource; title from digital title page (viewed on January 29, 2021).
650 0 $aFactor analysis$xComputer programs.
650 0 $aR (Computer program language)
650 6 $aR (Langage de programmation)
650 7 $aPSYCHOLOGY / General$2bisacsh
650 7 $aFactor analysis$xComputer programs$2fast$0(OCoLC)fst00919636
650 7 $aR (Computer program language)$2fast$0(OCoLC)fst01086207
655 4 $aElectronic books.
776 08 $iPrint version:$aWatkins, Marley W., 1949-$tA step-by-step guide to exploratory factor analysis with R and Rstudio$dNew York, NY : Routledge, 2021.$z9780367636258$w(DLC) 2020038116
856 40 $uhttp://www.columbia.edu/cgi-bin/cul/resolve?clio15294691$zTaylor & Francis eBooks
852 8 $blweb$hEBOOKS