Flag careless responders using multiple outlier statistics

Originally developed to accompany workshop materials and illustrate how multiple univariate cut-off values work when using several outlier statistics to detect careless responders. Check out the 3-D plots with plotly.

App Link: https://falkcarl.shinyapps.io/BotApp2/

Workshop Link: https://osf.io/vnuew/

The approach illustrated is sometimes called the “Multiple hurdles” approach. A multivariate cut-off may be better.