Search Results for author: Scott Powers

Found 2 papers, 2 papers with code

Some methods for heterogeneous treatment effect estimation in high-dimensions

1 code implementation1 Jul 2017 Scott Powers, Junyang Qian, Kenneth Jung, Alejandro Schuler, Nigam H. Shah, Trevor Hastie, Robert Tibshirani

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 clinical trials.

Vocal Bursts Intensity Prediction

Nuclear penalized multinomial regression with an application to predicting at bat outcomes in baseball

1 code implementation30 Jun 2017 Scott Powers, Trevor Hastie, Robert Tibshirani

We propose the nuclear norm penalty as an alternative to the ridge penalty for regularized multinomial regression.

regression

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