86 citations · 307 across the 40 of their papers we have counts for
Showing 2015Show all
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stat.ME2015
Estimation and testing for multiple regulation of multivariate mixed outcomes
Denis Agniel, Katherine P. Liao, Tianxi Cai
Considerable interest has recently been focused on studying multiple phenotypes simultaneously in both epidemiological and genomic studies, either to capture the multidimensionalit…
math.ST2015★ 10 cited
L1-Regularized Least Squares for Support Recovery of High Dimensional Single Index Models with Gaussian Designs
Matey Neykov, Jun S. Liu, Tianxi Cai
It is known that for a certain class of single index models (SIMs) , support recovery is impossible when $\…
stat.ME2015
Structured Matrix Completion with Applications to Genomic Data Integration
Tianxi Cai, T. Tony Cai, Anru Zhang
Matrix completion has attracted significant recent attention in many fields including statistics, applied mathematics and electrical engineering. Current literature on matrix compl…