Model complexity penalties Information criteria, degrees of freedom etc 2015-04-22 – 2020-06-22

Bootstrap Shuffling reality to produce your data 2014-11-26 – 2020-03-18

Cross validation 2016-09-05 – 2020-03-13

Bias reduction Estimating the bias of an estimator so as to subtract it off again 2020-02-26