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
Author :
Publisher : Routledge
Total Pages : 231
Release :
ISBN-10 : 9781000336825
ISBN-13 : 1000336824
Rating : 4/5 (25 Downloads)

Book Synopsis A Step-by-Step Guide to Exploratory Factor Analysis with R and RStudio by : Marley W. Watkins

Download or read book A Step-by-Step Guide to Exploratory Factor Analysis with R and RStudio written by Marley W. Watkins and published by Routledge. This book was released on 2020-12-30 with total page 231 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.


A Step-by-Step Guide to Exploratory Factor Analysis with R and RStudio Related Books

A Step-by-Step Guide to Exploratory Factor Analysis with R and RStudio
Language: en
Pages: 231
Authors: Marley W. Watkins
Categories: Psychology
Type: BOOK - Published: 2020-12-30 - Publisher: Routledge

DOWNLOAD EBOOK

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 thi
A Step-by-Step Guide to Exploratory Factor Analysis with R and RStudio
Language: en
Pages: 199
Authors: Marley Watkins
Categories: Psychology
Type: BOOK - Published: 2020-12-29 - Publisher: Routledge

DOWNLOAD EBOOK

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 thi
A Step-by-Step Guide to Exploratory Factor Analysis with SPSS
Language: en
Pages: 210
Authors: Marley W. Watkins
Categories: Computers
Type: BOOK - Published: 2021-06-21 - Publisher: Routledge

DOWNLOAD EBOOK

This is a concise, easy to use, step-by-step guide for applied researchers conducting exploratory factor analysis (EFA) using SPSS. In this book, Dr. Watkins sy
Factor Analysis and Dimension Reduction in R
Language: en
Pages: 547
Authors: G. David Garson
Categories: Psychology
Type: BOOK - Published: 2022-12-16 - Publisher: Taylor & Francis

DOWNLOAD EBOOK

Factor Analysis and Dimension Reduction in R provides coverage, with worked examples, of a large number of dimension reduction procedures along with model perfo
Multivariate Statistical Methods
Language: en
Pages: 294
Authors: Bryan F. J. Manly
Categories: Mathematics
Type: BOOK - Published: 2024-10-04 - Publisher: CRC Press

DOWNLOAD EBOOK

Multivariate Statistical Methods: A Primer offers an introduction to multivariate statistical methods in a rigorous yet intuitive way, without an excess of math