A basic utility to recover the mean and standard deviation of a left censored normally distributed data set.
python 2.7 numpy 1.9.0 scipy 0.14
A colleague had some sensor data that included a bunch of non-detects at low values and needed a way to estimate the distribution. I couldn't find a python implementation of ROS algorithm online so I wrote this simple version to handle it.
Eventually I'll expand this to handle other distributions and more complicated censor scenarios.
Created by Christopher Bates (@chrsbats).