Technical Reports

If you find an error among these records, or have information regarding any of our missing reports, please stat-techreports [at] lists.stanford.edu (send a message to the Technical Reports Archive).

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

2014-12

Computational Implications of Reducing Data to Sufficient Statistics A. Montanari

Sep 2014

2014-11

Resurrecting Weighted Least Squares J.P. Romano, M. Wolf

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

2014-08

Optimal Shrinkage of Singular Values M. Gavish, D.L. Donoho

May 2014

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