A Step-by-Step Guide to Exploratory Factor Analysis With R and RStudio

A Step-by-Step Guide to Exploratory Factor Analysis With R and RStudio

Paperback (30 Dec 2020)

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Publisher's Synopsis

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 while 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.

About the Publisher

Routledge

Routledge

Routledge is the world's leading academic publisher in the Humanities and Social Sciences. We publish thousands of books and journals each year, serving scholars, instructors, and professional communities worldwide. Our current publishing programme encompasses groundbreaking textbooks and premier, peer-reviewed research in the Social Sciences, Humanities, and Built Environment. We have partnered with many of the most influential societies and academic bodies to publish their journals and book series. Readers can access tens of thousands of print and e-books from our extensive catalogue of titles. Routledge is a member of Taylor & Francis Group, an informa business.

Book information

ISBN: 9780367634681
Publisher: Taylor & Francis
Imprint: Routledge
Pub date:
DEWEY: 519.5354
DEWEY edition: 23
Language: English
Number of pages: 184
Weight: 336g
Height: 527mm
Width: 151mm
Spine width: 17mm