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How to Cite?

Please cite this work as:

Aybek, E.C. (2021) Data preparation for factor analysis. URL:

This app uses following packages:
shiny, shinydashboard, mice, BaylorEdPsych, mvnmle, MVN, foreign, imputeTS



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