A Step-by-step guide to exploratory factor analysis with R and Rstudio

상세정보

자료유형	단행본
서명/저자사항	A Step-by-step guide to exploratory factor analysis with R and Rstudio / Marley W. Watkins.
개인저자	Watkins, Marley W., 1949- author.
발행사항	New York, NY: Routledge, 2021.
형태사항	xiii, 183 p. : ill. (chiefly col.) ; 23 cm.
ISBN	9780367634681 (paperback) : 9780367636258 (hardback) 9781003120001 (ebook)
서지주기	Includes bibliographical references (p. [153]-175) and index.
요약	"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"--
해제	Provided by publisher.
일반주제명	Factor analysis --Computer programs. R (Computer program language).
분류기호(DDC)	519.5354
언어	영어