We have a new manuscript out on inference in high dimensions using the penalized score test.
The paper describes a method for obtaining p-values for regularized estimators, including the lasso, and is available on
Check out our new manuscript on selection and estimation for mixed graphical models available on
I will be teaching a new course, Machine Learning for Big Omics Data, in Spring 2014.
This course is part of a 2-course sequence on analysis of omics data.
from FHCRC will be teaching the first course on Bioinformatics for Big Omics Data in Winter 2014.
You can find more details about the syllabi etc
Our paper on inferring gene regulatory networks by integrating perturbation screens and steady state expression
profiles was accepted to PLoS One (finally!); you can find the preprint on