Pareto K for outlier detection

that you would need to know more about the error process
The error is entirely related to them being 6 years-old.

This would be easy error process as the error would never be upwards
I think MCAR is acceptable, and I’ll exclude observations and see if it helps the model.

Any distribution recommendations?

thanks for your help,
nick