4.5 Article

Quantile Correlation-based Variable Selection

Related references

Note: Only part of the references are listed.
Article Statistics & Probability

Category-Adaptive Variable Screening for Ultra-High Dimensional Heterogeneous Categorical Data

Jinhan Xie et al.

JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION (2020)

Article Statistics & Probability

Model-Free Forward Screening Via Cumulative Divergence

Tingyou Zhou et al.

JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION (2020)

Article Statistics & Probability

False discovery rate control for high dimensional networks of quantile associations conditioning on covariates

Jichun Xie et al.

JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY (2018)

Article Statistics & Probability

A Note on High-Dimensional Linear Regression With Interactions

Ning Hao et al.

AMERICAN STATISTICIAN (2017)

Article Statistics & Probability

Estimation of the false discovery proportion with unknown dependence

Jianqing Fan et al.

JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY (2017)

Article Statistics & Probability

Variable Screening via Quantile Partial Correlation

Shujie Ma et al.

JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION (2017)

Article Economics

Testing a single regression coefficient in high dimensional linear models

Wei Lan et al.

JOURNAL OF ECONOMETRICS (2016)

Article Statistics & Probability

THE FUSED KOLMOGOROV FILTER: A NONPARAMETRIC MODEL-FREE SCREENING METHOD

Qing Mai et al.

ANNALS OF STATISTICS (2015)

Article Statistics & Probability

Model-Free Feature Screening for Ultrahigh Dimenssional Discriminant Analysis

Hengjian Cui et al.

JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION (2015)

Article Statistics & Probability

VARIABLE SELECTION FOR GENERAL INDEX MODELS VIA SLICED INVERSE REGRESSION

Bo Jiang et al.

ANNALS OF STATISTICS (2014)

Article Economics

Feature Screening for Ultrahigh Dimensional Categorical Data With Applications

Danyang Huang et al.

JOURNAL OF BUSINESS & ECONOMIC STATISTICS (2014)

Article Statistics & Probability

Fused Estimators of the Central Subspace in Sufficient Dimension Reduction

R. Dennis Cook et al.

JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION (2014)

Article Statistics & Probability

QUANTILE-ADAPTIVE MODEL-FREE VARIABLE SCREENING FOR HIGH-DIMENSIONAL HETEROGENEOUS DATA

Xuming He et al.

ANNALS OF STATISTICS (2013)

Article Statistics & Probability

ROBUST RANK CORRELATION BASED SCREENING

Gaorong Li et al.

ANNALS OF STATISTICS (2012)

Article Statistics & Probability

Correlation pursuit: forward stepwise variable selection for index models

Wenxuan Zhong et al.

JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY (2012)

Article Statistics & Probability

Model-Free Feature Screening for Ultrahigh-Dimensional Data

Li-Ping Zhu et al.

JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION (2011)

Article Statistics & Probability

Nonparametric Independence Screening in Sparse Ultra-High-Dimensional Additive Models

Jianqing Fan et al.

JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION (2011)

Article Statistics & Probability

SURE INDEPENDENCE SCREENING IN GENERALIZED LINEAR MODELS WITH NP-DIMENSIONALITY

Jianqing Fan et al.

ANNALS OF STATISTICS (2010)

Article Statistics & Probability

Large-scale multiple testing under dependence

Wenguang Sun et al.

JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY (2009)

Article Statistics & Probability

Oracle and adaptive compound decision rules for false discovery rate control

Wenguang Sun et al.

JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION (2007)

Article Statistics & Probability

Correlation and large-scale simultaneous significance testing

Bradley Efron

JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION (2007)

Article Statistics & Probability

The adaptive lasso and its oracle properties

Hui Zou

JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION (2006)

Article Statistics & Probability

Model selection and estimation in regression with grouped variables

M Yuan et al.

JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY (2006)

Article Statistics & Probability

Large-scale simultaneous hypothesis testing: The choice of a null hypothesis

B Efron

JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION (2004)

Article Statistics & Probability

A direct approach to false discovery rates

JD Storey

JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY (2002)

Article Statistics & Probability

Variable selection via nonconcave penalized likelihood and its oracle properties

JQ Fan et al.

JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION (2001)