A Step-by-Step Guide to Exploratory Factor Analysis with R and RStudio
- ISBN-10
- 1000336824
- ISBN-13
- 9781000336825
- Category
- Psychology
- Pages
- 184
- Language
- English
- Published
- 2020-12-30
- Publisher
- Routledge
- Author
- Marley W. Watkins
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.
Get the book
Other editions
-
- 2020-12-29
- 184 pages
- Ebook
- Routledge
Similar books
-
Designing Preschool Interventions: A Practitioner's Guide
By David W. Barnett, Susan H. Bell, Karen T. Carey... 165 Thomson , C. , 52 , 59 Thurman , S. K. , 230 Thyer , B. A. , 308 Timberlake , W. , 165 Webster - Stratton , 237 , 251 , 253 , 366 Author Index.
-
Assessing and Treating Low Incidence/High Severity Psychological Disorders of Childhood
By Stefan C. Dombrowski, Karen L. Gischlar, Martin MrazikHaberstick, B.C., Lessem, J. M., Hopfer, C. J., Smolen, A., Ehringer, M.A., Timberlake, D., et al. (2005). Monoamine oxidase A (MAOA) and antisocial ...
-
The War Between Mentalism and Behaviorism: On the Accessibility of Mental Processes
By William R. UttalSome, like the “behavior systems” approach of Timberlake(1994)assume thatbehavior can be explained by a system of interactingmodules thatareeither built ...
-
The Psychology of B F Skinner
By William O'Donohue, Kyle E. FergusonHowever, there is clear evidence that this constant ratio does not always produce reinforcement (Timberlake & Allison, 1974). Second and, as we shall see ...
-
Finishing Well: Aging And Reparation In The Intergenerational Family
By Terry D. Hargrave, William T. Anderson... 30, 32 Thomae, H., 40 Thompson, L., 23-24 Timberlake, E. M., 16 Tobin, S. S., ... E, 33 Wolfe, S. M., 81 Wolinsky, M. A., 85 Zarit, J., 11, 30, 31, 32, ...
-
The Social Insects: Their Origin and Evolution
By William Morton WheelerLa Crisi Mondiale e Saggi Critici di Marxiano e Socialismo. Bologna, N. Zanichelli. ... TIMBERLAKE (P. H.): 1912. Experimental Parasitism, a Study of the ...
-
Principles and Practice of Behavioral Assessment
By Stephen N. Haynes, William Hayes O'Brien... 143 Tharp, R. G., 80 Thompson, R. H., 250 Timberlake, W., 308,309 Tingey, ... B. W., 70 Ries, B.J., 268 Robins, E.,298 Robinson, S. L., 91,244 Roper, ...
-
Dialogue Concerning the Two Chief Approaches to a Science of Life: Word Pictures and Correlations Versus Working Models
By William T. Powers, Philip J. Runkel... R.L., McGrath, Joseph E. McKeachie McPhail, Clark Miller, J.G. Mitchell, ... Jerry 469 Taylor 39 Timberlake, William 464 Tolman 72, 140, 142 Tucker, ...
-
Discovering Psychology: The Science of Mind
By John T. Cacioppo, Laura Freberg... 247 Fromme, H., 523 Frost, P., 106 Frost, R., 161 Fryer, R., 291 Fuhrer, D., 4 Fukuyama, H., 408 Fulbright, R. K., 486 Fulero, S., 440 Fuligni, A. J., ...
-
Psychology: From Inquiry to Understanding
By Scott Lilienfeld, Steven Jay Lynn, Laura Namy... C. 638 Ernst, D. 704 Ernst, E. 278 Esch, T. 110 Eslinger, P.J. 448 Esposito-Smythers, ... E. 197 Frontera, W. R. 408 Frost, J. 332 Frost, R. 699 Frost, ...