4.4 Article

Variable Selection for Distributed Sparse Regression Under Memory Constraints

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。
Article Statistics & Probability

LINEAR HYPOTHESIS TESTING FOR HIGH DIMENSIONAL GENERALIZED LINEAR MODELS

Chengchun Shi et al.

ANNALS OF STATISTICS (2019)

Article Statistics & Probability

QUANTILE REGRESSION UNDER MEMORY CONSTRAINT

Xi Chen et al.

ANNALS OF STATISTICS (2019)

Article Mathematics, Applied

Variable selection in censored quantile regression with high dimensional data

Yali Fan et al.

SCIENCE CHINA-MATHEMATICS (2018)

Article Materials Science, Multidisciplinary

A data-driven statistical model for predicting the critical temperature of a superconductor

Kam Hamidieh

COMPUTATIONAL MATERIALS SCIENCE (2018)

Article Statistics & Probability

Geometric median and robust estimation in Banach spaces

Stanislav Minsker

BERNOULLI (2015)

Review Mathematics, Applied

A selective overview of feature screening for ultrahigh-dimensional data

Liu JingYuan et al.

SCIENCE CHINA-MATHEMATICS (2015)

Review Multidisciplinary Sciences

Challenges of Big Data analysis

Jianqing Fan et al.

NATIONAL SCIENCE REVIEW (2014)

Article Statistics & Probability

On statistics, computation and scalability

Michael I. Jordan

BERNOULLI (2013)

Article Computer Science, Information Systems

Nonconcave Penalized Likelihood With NP-Dimensionality

Jianqing Fan et al.

IEEE TRANSACTIONS ON INFORMATION THEORY (2011)

Article Statistics & Probability

NEARLY UNBIASED VARIABLE SELECTION UNDER MINIMAX CONCAVE PENALTY

Cun-Hui Zhang

ANNALS OF STATISTICS (2010)

Article Computer Science, Theory & Methods

STREAM ORDER AND ORDER STATISTICS: QUANTILE ESTIMATION IN RANDOM-ORDER STREAMS

Sudipto Guha et al.

SIAM JOURNAL ON COMPUTING (2009)

Article Statistics & Probability

The adaptive lasso and its oracle properties

Hui Zou

JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION (2006)

Article Statistics & Probability

Nonconcave penalized likelihood with a diverging number of parameters

JQ Fan et al.

ANNALS OF STATISTICS (2004)

Article Statistics & Probability

Variable selection via nonconcave penalized likelihood and its oracle properties

JQ Fan et al.

JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION (2001)