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stat.ME2018
Gaussian process regression for survival time prediction with genome-wide gene expression
Aaron J. Molstad, Li Hsu, Wei Sun
Predicting the survival time of a cancer patient based on his/her genome-wide gene expression remains a challenging problem. For certain types of cancer, the effects of gene expres…
stat.ME2015
Indirect multivariate response linear regression
Aaron J. Molstad, Adam J. Rothman
We propose a new class of estimators of the multivariate response linear regression coefficient matrix that exploits the assumption that the response and predictors have a joint mu…