Script to obtain a global anomaly score ( screening outliers )
JMP has several methods to explore outliers (Analyze>Screening>Explore outliers). For a first data exploration, I am looking for a solution so the users can interactively filter all anomalous rows. One simple approach is to conduct a KNN outlier analysis (unchecking the option of imputations and being able to change the default number)
And save the distances to each NN, so a global score can be o...