14 citations · 25 across the 3 of their papers we have counts for
3 papers
Some methods for heterogeneous treatment effect estimation in high-dimensions
Scott Powers, Junyang Qian, Kenneth Jung +4
When devising a course of treatment for a patient, doctors often have little quantitative evidence on which to base their decisions, beyond their medical education and published cl…
Nuclear penalized multinomial regression with an application to predicting at bat outcomes in baseball
Scott Powers, Trevor Hastie, Robert Tibshirani
We propose the nuclear norm penalty as an alternative to the ridge penalty for regularized multinomial regression. This convex relaxation of reduced-rank multinomial regression has…
Customized training with an application to mass spectrometric imaging of cancer tissue
Scott Powers, Trevor Hastie, Robert Tibshirani
We introduce a simple, interpretable strategy for making predictions on test data when the features of the test data are available at the time of model fitting. Our proposal - cust…