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Technical Reports from 2012

General Department Series

These reports are supported primarily by grants from the National Science Foundation.


Report
Number
Author(s) Title
2012-01 M. Soltanolkotabi
E.J. Candès
A Geometric Analysis of Subspace Clustering with Outliers
2012-02 A.B. Owen Effective Dimension for Weighted Function Spaces
2012-03 A. Hero
B. Rajaratnam
Hub Discovery in Partial Correlation Graphs
2012-04 K. Khare
B. Rajaratnam
Sparse Matrix Decompositions and Graph Characterizations
2012-05 E. Ben-David
B. Rajaratnam
Positive Definite Completion Problems for Directed Acyclic Graphs
2012-06 A.B. Owen Better Estimation of Small Sobol' Sensitivity Indices
2012-07 A.B. Owen Variance Components and Generalized Sobol' Indices
2012-08 E.J. Candès
C. Fernandez-Granda
Towards a Mathematical Theory of Super-Resolution
2012-09 J.P. Romano
A.M. Shaikh
M. Wolf
A Simple Two-Step Method for Testing Moment Inequalities with an Application to Inference in Partially Identified Models
2012-10 J.H. Won
J. Lim
S.J. Kim
B. Rajaratnam
Condition Number Regularized Covariance Estimation
2012-11 D. Guillot
B. Rajaratnam
Positive Maps, Absolutely Monotonic Functions and the Regularization of Positive Definite Matrices
2012-12 E.J. Candès
C.A. Sing-Long
J.D. Trzasko
Unbiased Risk Estimates for Singular Value Thresholding and Spectral Estimators
2012-13 D. Guillot
B. Rajaratnam
B.T. Rolfs
A. Maleki
I. Wong
Iterative Thresholding Algorithm for Sparse Inverse Covariance Estimation
2012-14 H. Monajemi
S. Jafarpour
M. Gavish
D.L. Donoho
Deterministic Matrices Matching the Compressed Sensing Phase Transitions of Gaussian Random Matrices
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Biostatistics Series

These reports are supported primarily by grants from the National Institutes of Health.


Report
Number
Author(s) Title
BIO 260 J.H. Won
G. Ehret
A. Chakravarti
R.A. Olshen
SNPs and Other Features as They Predispose to Complex Disease: Genome-wide Predictive Analysis of a Quantitative Phenotype for Hypertension
BIO 261 Z. Zhong
K. Lange
C. Sabatti
Reconstructing DNA Copy Number by Joint Segmentation of Multiple Sequences
BIO 262 B. Efron Model Selection, Estimation, and Bootstrap Smoothing
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