Files for exercise: https://github.com/jeromyanglim/efa-2... https://github.com/jeromyanglim/efa-2... Uses R, ProjectTemplate, and RMarkdown to present a tutorial on doing exploratory factor analysis of a Big 5 personality scale.
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Factor Analysis and Correlations in R using Simple Script or ProjectTemplate: Example Exercise
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1.1: Introductions - Introduction to R Workshop
2.1: Packages, Summary Statistics - Introduction to R Workshop
1.2: Core Language of R - Introduction to R Workshop
3.1: Graphics: base, lattice, ggplot2 - Introduction to R Workshop
4.4: Concluding Remarks - Introduction to R Workshop
2.3: Random Variables and Functions - Introduction to R Workshop
3.3: Regression, Formulas, and Factors - Introduction to R Workshop
2.2: String Functions, Importing and Exporting Data - Introduction to R Workshop
3.2: Data manipulation - Introduction to R Workshop
ProjectTemplate and R Workflow
Introduction to Lavaan
Using R and OSF for Open Science in Psychology: Case Study
4.1: Logistic Regression and Multilevel Models - Introduction to R Workshop
4.2: RMarkdown and knitr - Introduction to R Workshop
4.3: ProjectTemplate and Workflow - Introduction to R Workshop
Exploratory Factor Analysis of Big 5 Personality using R and ProjectTemplate
EFA, CFA, Reliability, Correlation, Regression using R
Example 1: Debugging RMarkdown and ProjectTemplate
Example 3: Debugging RMarkdown and ProjectTemplate