High-dimensional integrative analysis with homogeneity and sparsity recovery

Journal of Multivariate Analysis ◽

10.1016/j.jmva.2019.06.007 ◽

2019 ◽

Vol 174 ◽

pp. 104529 ◽

Author(s):

Xinfeng Yang ◽

Xiaodong Yan ◽

Jian Huang

Keyword(s):

Integrative Analysis ◽

High Dimensional ◽

Sparsity Recovery

Download Full-text

Sharp Thresholds for High-Dimensional and Noisy Sparsity Recovery Using $\ell _{1}$-Constrained Quadratic Programming (Lasso)

IEEE Transactions on Information Theory ◽

10.1109/tit.2009.2016018 ◽

2009 ◽

Vol 55 (5) ◽

pp. 2183-2202 ◽

Author(s):

Martin J. Wainwright

Keyword(s):

Quadratic Programming ◽

High Dimensional ◽

Sparsity Recovery ◽

Sharp Thresholds

Download Full-text

Integrative analysis and variable selection with multiple high-dimensional data sets

Biostatistics ◽

10.1093/biostatistics/kxr004 ◽

2011 ◽

Vol 12 (4) ◽

pp. 763-775 ◽

Author(s):

S. Ma ◽

J. Huang ◽

X. Song

Keyword(s):

Variable Selection ◽

High Dimensional Data ◽

Integrative Analysis ◽

High Dimensional ◽

Download Full-text

Information-theoretic bounds on sparsity recovery in the high-dimensional and noisy setting

2007 IEEE International Symposium on Information Theory ◽

10.1109/isit.2007.4557348 ◽

2007 ◽

Author(s):

Martin Wainwright

Keyword(s):

High Dimensional ◽

Information Theoretic ◽

Sparsity Recovery

Download Full-text

Information-Theoretic Limits on Sparsity Recovery in the High-Dimensional and Noisy Setting

IEEE Transactions on Information Theory ◽

10.1109/tit.2009.2032816 ◽

2009 ◽

Vol 55 (12) ◽

pp. 5728-5741 ◽

Author(s):

Martin J. Wainwright

Keyword(s):

High Dimensional ◽

Information Theoretic ◽

Sparsity Recovery

Download Full-text

Penalized Integrative Analysis of High-Dimensional Omics Data

INTEGRATING OMICS DATA ◽

10.1017/cbo9781107706484.009 ◽

2015 ◽

pp. 174-204

Author(s):

Jin Liu ◽

Xingjie Shi ◽

Jian Huang ◽

Shuangge Ma ◽

George C. Tseng ◽

...

Keyword(s):

Integrative Analysis ◽

High Dimensional ◽

Download Full-text

An Integrative Analysis of Time-varying Regulatory Networks From High-dimensional Data

2018 IEEE International Conference on Big Data (Big Data) ◽

10.1109/bigdata.2018.8622361 ◽

2018 ◽

Author(s):

Zi Wang ◽

Yun Guo ◽

Haijun Gong

Keyword(s):

Regulatory Networks ◽

High Dimensional Data ◽

Integrative Analysis ◽

High Dimensional ◽

Download Full-text

High-Dimensional Probability

10.1017/9781108231596 ◽

2018 ◽

Author(s):

Roman Vershynin

Keyword(s):

High Dimensional

Download Full-text

Large Sample Covariance Matrices and High-Dimensional Data Analysis

10.1017/cbo9781107588080 ◽

2015 ◽

Author(s):

Jianfeng Yao ◽

Shurong Zheng ◽

Zhidong Bai

Keyword(s):

Data Analysis ◽

High Dimensional Data ◽

Covariance Matrices ◽

High Dimensional ◽

Large Sample ◽

Sample Covariance Matrices ◽

Sample Covariance ◽

High Dimensional Data Analysis

Download Full-text

The Semantic Credentials of High-Dimensional Memory Models

PsycEXTRA Dataset ◽

10.1037/e528942014-058 ◽

2014 ◽

Author(s):

Curt Burgess ◽

Sarah Maples

Keyword(s):

Memory Models ◽

High Dimensional

Download Full-text

THE GLOBAL SMOOTH SOLUTION FOR HIGH-DIMENSIONAL HYPERBOLIC SYSTEMS

Acta Mathematica Scientia ◽

10.1016/s0252-9602(18)30138-3 ◽

1994 ◽

Vol 14 (3) ◽

pp. 241-251 ◽

Author(s):

Zhiming Hu ◽

Tong Zhang

Keyword(s):

Smooth Solution ◽

Hyperbolic Systems ◽

High Dimensional ◽

Global Smooth Solution

Download Full-text