Dimensionality and Principal Components
Data Camp
Please go through and complete the following module
Link | Due by | Required | Task | Module | Chapters |
---|---|---|---|---|---|
Week 10 | 10/25/22 | Survey and Measurement Development in R | Preparing to analyze survey data | ||
Exploratory factor analysis & survey development | |||||
Confirmatory factor analysis & construct validation | |||||
Criterion validity & replication | |||||
R Task
Please follow the directions listed below
- Download the task files
Unzip them on your computer and place all of the files in a folder of your choice as is
Open the file
PCA Install.R
and run the syntax includedOpen the file
PCA walkthrough.Rmd
in RStudioAfter finishing the walkthrough, open the mostly empty Rmarkdown file
PCA Report.Rmd
, read through the directions, and include your syntax to receive credit. You are provided an optionalPCA Testing Script.R
to test your R code as needed.Save the resulting PDF file by adding your first initial and last name to the beginning of the filename. For example, my submission would be
aroy PCA walkthrough.pdf
Submit the script to eCampus in the Submission Portal by the end of Week 11