相关参考文献
注意：仅列出部分参考文献，下载原文获取全部文献信息。Penalized and constrained LAD estimation in fixed and high dimension
Xiaofei Wu et al.
STATISTICAL PAPERS (2022)
Simultaneous feature selection and clustering based on square root optimization
He Jiang et al.
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH (2021)
Penalized Quantile Regression for Distributed Big Data Using the Slack Variable Representation
Ye Fan et al.
JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS (2021)
Generalized l1-penalized quantile regression with linear constraints
Yongxin Liu et al.
COMPUTATIONAL STATISTICS & DATA ANALYSIS (2020)
Sparse Composite Quantile Regression in Ultrahigh Dimensions With Tuning Parameter Calibration
Yuwen Gu et al.
IEEE TRANSACTIONS ON INFORMATION THEORY (2020)
Alternating direction method of multipliers for nonconvex fused regression problems
Xianchao Xiu et al.
COMPUTATIONAL STATISTICS & DATA ANALYSIS (2019)
ADMM for High-Dimensional Sparse Penalized Quantile Regression
Yuwen Gu et al.
TECHNOMETRICS (2018)
Semismooth Newton Coordinate Descent Algorithm for Elastic-Net Penalized Huber Loss Regression and Quantile Regression
Congrui Yi et al.
JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS (2017)
An Augmented ADMM Algorithm With Application to the Generalized Lasso Problem
Yunzhang Zhu
JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS (2017)
A Parallel Algorithm for Large-Scale Nonconvex Penalized Quantile Regression
Liqun Yu et al.
JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS (2017)
Adaptive fused LASSO in grouped quantile regression
Gabriela Ciuperca
JOURNAL OF STATISTICAL THEORY AND PRACTICE (2017)
Fused Adaptive Lasso for Spatial and Temporal Quantile Function Estimation
Ying Sun et al.
TECHNOMETRICS (2016)
The direct extension of ADMM for multi-block convex minimization problems is not necessarily convergent
Caihua Chen et al.
MATHEMATICAL PROGRAMMING (2016)
On the robustness of the generalized fused lasso to prior specifications
Vivian Viallon et al.
STATISTICS AND COMPUTING (2016)
GLOBALLY ADAPTIVE QUANTILE REGRESSION WITH ULTRA-HIGH DIMENSIONAL DATA
Qi Zheng et al.
ANNALS OF STATISTICS (2015)
High-Dimensional Fused Lasso Regression Using Majorization-Minimization and Parallel Processing
Donghyeon Yu et al.
JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS (2015)
On non-ergodic convergence rate of Douglas-Rachford alternating direction method of multipliers
Bingsheng He et al.
NUMERISCHE MATHEMATIK (2015)
Linearized alternating direction method of multipliers for sparse group and fused LASSO models
Xinxin Li et al.
COMPUTATIONAL STATISTICS & DATA ANALYSIS (2014)
QUANTILE-ADAPTIVE MODEL-FREE VARIABLE SCREENING FOR HIGH-DIMENSIONAL HETEROGENEOUS DATA
Xuming He et al.
ANNALS OF STATISTICS (2013)
The L1 penalized LAD estimator for high dimensional linear regression
Lie Wang
JOURNAL OF MULTIVARIATE ANALYSIS (2013)
Adaptive penalized quantile regression for high dimensional data
Qi Zheng et al.
JOURNAL OF STATISTICAL PLANNING AND INFERENCE (2013)
DEGREES OF FREEDOM IN LASSO PROBLEMS
Ryan J. Tibshirani et al.
ANNALS OF STATISTICS (2012)
Quantile Regression for Analyzing Heterogeneity in Ultra-High Dimension
Lan Wang et al.
JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION (2012)
ON THE O(1/n) CONVERGENCE RATE OF THE DOUGLAS-RACHFORD ALTERNATING DIRECTION METHOD
Bingsheng He et al.
SIAM JOURNAL ON NUMERICAL ANALYSIS (2012)
l1-PENALIZED QUANTILE REGRESSION IN HIGH-DIMENSIONAL SPARSE MODELS
Alexandre Belloni et al.
ANNALS OF STATISTICS (2011)
Square-root lasso: pivotal recovery of sparse signals via conic programming
A. Belloni et al.
BIOMETRIKA (2011)
Split Bregman method for large scale fused Lasso
Gui-Bo Ye et al.
COMPUTATIONAL STATISTICS & DATA ANALYSIS (2011)
SIMULTANEOUS ANALYSIS OF LASSO AND DANTZIG SELECTOR
Peter J. Bickel et al.
ANNALS OF STATISTICS (2009)
Recovering time-varying networks of dependencies in social and biological studies
Amr Ahmed et al.
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA (2009)
Spatial smoothing and hot spot detection for CGH data using the fused lasso
Robert Tibshirani et al.
BIOSTATISTICS (2008)
PATHWISE COORDINATE OPTIMIZATION
Jerome Friedman et al.
ANNALS OF APPLIED STATISTICS (2007)
Analysis of array CGH data for cancer studies using fused quantile regression
Youjuan Li et al.
BIOINFORMATICS (2007)
The adaptive lasso and its oracle properties
Hui Zou
JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION (2006)
Sparsity and smoothness via the fused lasso
R Tibshirani et al.
JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY (2005)
分享论文
