Outliers detection STD

Definition

Returns boolean, if the field is between the interval defined by [mean - (nSTD); mean + (nSTD)].

Parameters

1. Column input:

   • Def: Specify the name of the column.

2. N:

   • Def: Specify the number of standart deviation to use for interval.

3. Replace mode:

   • Def: Specify the replace mode for the outiers.

4. Drop NA:

   • Def: Specify if you want to drop the row's NA.

5. Get outliers:

   • Def: Specify if you want to get outliers.

Additional Comment

Replace mode:

1. cap:

   • Def: Changes the value by the nearest bound.

2. keep:

   • Def: Keeps the outliers.

3. drop:

   • Def: Drops the outliers.