Description: 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.
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EAN: 9780367636258
UPC: 9780367636258
ISBN: 9780367636258
MPN: N/A
Book Title: A Step-By-Step Guide to Exploratory Factor Analysi
Item Length: 23.6 cm
Subject Area: Experimental Psychology
Item Height: 229 mm
Item Width: 152 mm
Author: Marley W. Watkins
Publication Name: A Step-By-Step Guide to Exploratory Factor Analysis with R and Rstudio
Format: Hardcover
Language: English
Publisher: Taylor & Francis LTD
Subject: Economics
Publication Year: 2020
Type: Textbook
Item Weight: 526 g
Number of Pages: 184 Pages
