Technical Reports
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Abbreviations Used
AFO Air Force Office of Scientific Research ● ARO Army Research Office ● BIO Stanford HRP Biostatistics Division ● FHA Federal Highway Administration ● GEN General Department Series ● LCS Stanford Laboratory for Computational Statistics ● NIH National Institutes of Health ● NSF National Science Foundation ● NSA National Security Agency ● ONR Office of Naval Research ● PHS Public Health Service ● SIMS SIAM Institute for Mathematics and Society
Report # (Alternate #)
Title and Author(s)
Date
2015-04
Variance Breakdown of Huber (M)-Estimators in the High-Dimensional Linear Model
D. Donoho, A. Montanari
Mar 2015
2015-03
Preserving Positivity for Matrices with Sparsity Constraints
D. Guillot, A. Khare, B. Rajaratnam
Feb 2015
2015-02
Large Scale Correlation Mining for Biomolecular Network Discovery
A. Hero, B. Rajaratnam
Jan 2015
2015-01
Lasso Regression: Estimation and Shrinkage via Limit of Gibbs Sampling
B. Rajaratnam, S. Roberts, D. Sparks, O. Dalal
Jan 2015
2014-13
Randomization Tests Under an Approximate Symmetry Assumption
I.A. Canay, J.P. Romano, A.M. Shaikh
Sep 2014
2014-10
Deriving Matrix Concentration Inequalities from Kernel Couplings
D. Paulin, L. Mackey, J.A. Tropp
Aug 2014
2014-09
A Convex Pseudo-Likelihood Framework for High Dimensional Partial Correlation Estimation with Convergence Guarantees
K. Khare, S.Y. Oh, B. Rajaratnam
Jul 2014
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