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Technical Reports

Technical reports are available from a variety of series, spanning many different reporting groups and funding agencies. To date, all known Statistics Department reports that are present in the Archive have been scanned and appear on this site.

You can search using Title keywords, Author name, and/or Year issued, or simply browse the reports by Series. If you find an error on these pages, or have information regarding any of our missing reports, please send a message to the Technical Reports Archive at

Format: 2021
Report # (Alt Rpt #) Date Author Title Note
Mar 2015
D. Donoho
A. Montanari
Variance Breakdown of Huber (M)-Estimators in the High-Dimensional Linear Model
Feb 2015
D. Guillot
A. Khare
B. Rajaratnam
Preserving Positivity for Matrices with Sparsity Constraints
Jan 2015
A. Hero
B. Rajaratnam
Large Scale Correlation Mining for Biomolecular Network Discovery
Jan 2015
B. Rajaratnam
S. Roberts
D. Sparks
O. Dalal
Lasso Regression: Estimation and Shrinkage via Limit of Gibbs Sampling
Sep 2014
I.A. Canay
J.P. Romano
A.M. Shaikh
Randomization Tests Under an Approximate Symmetry Assumption
Sep 2014
A. Montanari Computational Implications of Reducing Data to Sufficient Statistics
Sep 2014
J.P. Romano
M. Wolf
Resurrecting Weighted Least Squares
Aug 2014
D. Paulin
L. Mackey
J.A. Tropp
Deriving Matrix Concentration Inequalities from Kernel Couplings
Jul 2014
K. Khare
S.Y. Oh
B. Rajaratnam
A Convex Pseudo-Likelihood Framework for High Dimensional Partial Correlation Estimation with Convergence Guarantees
May 2014
M. Gavish
D.L. Donoho
Optimal Shrinkage of Singular Values new revision issued as 2016-03 (with same title)