[scikit-learn] Is there a model for truncated regression in sklearn?

2021-06-08 Thread Francois Berenger
Hello, https://en.wikipedia.org/wiki/Truncated_regression_model Sometimes, data have missing samples when the target variable is above or below a threshold value. This is very often the case for biochemical data (e.g. target variable outside detection range of some lab equipment). I highly susp

Re: [scikit-learn] Is there a model for truncated regression in sklearn?

2021-06-08 Thread Gael Varoquaux
Hi, Scikit-learn does not cover this problem. I think that it relates to what is called survival analysis. You'll find a survival analysis package in Python at https://lifelines.readthedocs.io/en/latest/ Best, Gaƫl On Tue, Jun 08, 2021 at 04:22:14PM +0900, Francois Berenger wrote: > Hello, >