User Input
Results
How to Cite?
Please cite this work as:
Aybek, E.C. (2021) Data preparation for factor analysis. URL: https://shiny.eptlab.com/dp2fa/
This app uses following packages:
shiny, shinydashboard, mice, BaylorEdPsych, mvnmle, MVN, foreign, imputeTS
Aybek, E.C. (2021) Data preparation for factor analysis. URL: https://shiny.eptlab.com/dp2fa/
This app uses following packages:
shiny, shinydashboard, mice, BaylorEdPsych, mvnmle, MVN, foreign, imputeTS
Manual
This application
basically runs following:
Checking if your missing values are completely at random or not
If missings are CAR: Assigning column means to the missing values
If missings are NOT CAR: Running multiple imputation
Detecting and removing multivariate outliers
Running and reporting Mardia's multivariate test
Creates a button for downloading the edited data
Checking if your missing values are completely at random or not
If missings are CAR: Assigning column means to the missing values
If missings are NOT CAR: Running multiple imputation
Detecting and removing multivariate outliers
Running and reporting Mardia's multivariate test
Creates a button for downloading the edited data