Estimation of Low Rank High-Dimensional Multivariate Linear Models for Multi-Response Data
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[1] Alessandra Spinali,et al. Effects of particulate matter (PM(10), PM(2.5) and PM(1)) on the cardiovascular system. , 2009, Toxicology.
[2] Jianqing Fan,et al. Nonconcave penalized likelihood with a diverging number of parameters , 2004, math/0406466.
[3] Michael I. Jordan,et al. Union support recovery in high-dimensional multivariate regression , 2008, 2008 46th Annual Allerton Conference on Communication, Control, and Computing.
[4] Garvesh Raskutti,et al. Convex regularization for high-dimensional multiresponse tensor regression , 2015, The Annals of Statistics.
[5] M. Wegkamp,et al. Adaptive estimation of the rank of the coefficient matrix in high-dimensional multivariate response regression models , 2017, The Annals of Statistics.
[6] Yi Jiang,et al. SimpleDet: A Simple and Versatile Distributed Framework for Object Detection and Instance Recognition , 2019, J. Mach. Learn. Res..
[7] M. Yuan,et al. Dimension reduction and coefficient estimation in multivariate linear regression , 2007 .
[8] Martin J. Wainwright,et al. Estimation of (near) low-rank matrices with noise and high-dimensional scaling , 2009, ICML.
[9] Ronald W. Williams,et al. Particulate matter exposure in cars is associated with cardiovascular effects in healthy young men. , 2004, American journal of respiratory and critical care medicine.
[10] Justin Manjourides,et al. Long-Term PM2.5 Exposure and Respiratory, Cancer, and Cardiovascular Mortality in Older US Adults , 2017, American journal of epidemiology.
[11] H. Zou. The Adaptive Lasso and Its Oracle Properties , 2006 .
[12] T. W. Anderson. Estimating Linear Restrictions on Regression Coefficients for Multivariate Normal Distributions , 1951 .
[13] Ping Zhang. Model Selection Via Multifold Cross Validation , 1993 .
[14] Ulrich Franck,et al. The effect of particle size on cardiovascular disorders--the smaller the worse. , 2011, The Science of the total environment.
[15] Yingying Fan,et al. Interaction pursuit in high-dimensional multi-response regression via distance correlation , 2016, 1605.03315.
[16] M. Wegkamp,et al. Optimal selection of reduced rank estimators of high-dimensional matrices , 2010, 1004.2995.
[17] Seung C. Ahn,et al. Eigenvalue Ratio Test for the Number of Factors , 2013 .