4 citations · 8 across the 4 of their papers we have counts for
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Mesh-Based Solutions for Nonparametric Penalized Regression
Brayan Ortiz, Noah Simon
It is often of interest to estimate regression functions non-parametrically. Penalized regression (PR) is one statistically-effective, well-studied solution to this problem. Unfort…
Simultaneous detection and estimation of trait associations with genomic phenotypes
Jean Morrison, Noah Simon, Daniela Witten
Genomic phenotypes, such as DNA methylation and chromatin accessibility, can be used to characterize the transcriptional and regulatory activity of DNA within a cell. Recent techno…
Fused Lasso Additive Model
Ashley Petersen, Daniela Witten, Noah Simon
We consider the problem of predicting an outcome variable using covariates that are measured on independent observations, in the setting in which flexible and interpretable…
Selection Bias Correction and Effect Size Estimation under Dependence
Kean Ming Tan, Noah Simon, Daniela Witten
We consider large-scale studies in which it is of interest to test a very large number of hypotheses, and then to estimate the effect sizes corresponding to the rejected hypotheses…