feature screening Latest Research Papers

Robust Feature Screening via Distance Correlation for Ultrahigh Dimensional Data With Responses Missing at Random

Statistica Sinica ◽

10.5705/ss.202020.0421 ◽

2023 ◽

Author(s):

Linli Xia ◽

Niansheng Tang

Keyword(s):

Missing At Random ◽

Feature Screening ◽

Distance Correlation

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A New Model-Free Feature Screening Procedure for Ultrahigh-Dimensional Interval-Censored Failure Time Data

Statistica Sinica ◽

10.5705/ss.202020.0174 ◽

2023 ◽

Author(s):

Jing Zhang ◽

Mingyue Du ◽

Yanyan Liu ◽

Jianguo Sun

Keyword(s):

Failure Time ◽

Screening Procedure ◽

Failure Time Data ◽

Time Data ◽

Feature Screening ◽

New Model ◽

Model Free ◽

Interval Censored

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Unified mean-variance feature screening for ultrahigh-dimensional regression

Computational Statistics ◽

10.1007/s00180-021-01184-2 ◽

2022 ◽

Author(s):

Liming Wang ◽

Xingxiang Li ◽

Xiaoqing Wang ◽

Peng Lai

Keyword(s):

Feature Screening ◽

Mean Variance

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Threshold selection in feature screening for error rate control*

Journal of the American Statistical Association ◽

10.1080/01621459.2021.2011735 ◽

2021 ◽

pp. 1-37

Author(s):

Xu Guo ◽

Haojie Ren ◽

Changliang Zou ◽

Runze Li

Keyword(s):

Error Rate ◽

Rate Control ◽

Threshold Selection ◽

Feature Screening ◽

Error Rate Control

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Feature Screening for Massive Data Analysis by Subsampling

Journal of Business and Economic Statistics ◽

10.1080/07350015.2021.1990771 ◽

2021 ◽

pp. 1-31

Author(s):

Xuening Zhu ◽

Rui Pan ◽

Shuyuan Wu ◽

Hansheng Wang

Keyword(s):

Data Analysis ◽

Massive Data ◽

Feature Screening

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Grouped feature screening for ultra-high dimensional data for the classification model

Journal of Statistical Computation and Simulation ◽

10.1080/00949655.2021.1981901 ◽

2021 ◽

pp. 1-24

Author(s):

Hanji He ◽

Guangming Deng

Keyword(s):

High Dimensional Data ◽

Classification Model ◽

High Dimensional ◽

Feature Screening

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Forward Selection for Feature Screening and Structure Identification in Varying Coefficient Models

Sankhya A ◽

10.1007/s13171-021-00261-4 ◽

2021 ◽

Author(s):

Akira Shinkyu

Keyword(s):

Structure Identification ◽

Varying Coefficient Models ◽

Forward Selection ◽

Feature Screening ◽

Varying Coefficient ◽

Selection For

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Feature Screening in High Dimensional Regression with Endogenous Covariates

Computational Economics ◽

10.1007/s10614-021-10174-x ◽

2021 ◽

Author(s):

Qinqin Hu ◽

Lu Lin

Keyword(s):

High Dimensional ◽

Feature Screening ◽

High Dimensional Regression ◽

Endogenous Covariates

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Feature screening rules and algorithms for efficient optimization of sparse regression models

10.17077/etd.005893 ◽

2021 ◽

Author(s):

Chuyi Wang

Keyword(s):

Regression Models ◽

Sparse Regression ◽

Feature Screening

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Gini Correlation for Feature Screening

Acta Mathematicae Applicatae Sinica English Series ◽

10.1007/s10255-021-1012-1 ◽

2021 ◽

Vol 37 (3) ◽

pp. 590-601

Author(s):

Jun-ying Zhang ◽

Xiao-feng Liu ◽

Ri-quan Zhang ◽

Hang Wang

Keyword(s):

Feature Screening ◽

Gini Correlation

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feature screening
Recently Published Documents

TOTAL DOCUMENTS

H-INDEX

Robust Feature Screening via Distance Correlation for Ultrahigh Dimensional Data With Responses Missing at Random

A New Model-Free Feature Screening Procedure for Ultrahigh-Dimensional Interval-Censored Failure Time Data

Unified mean-variance feature screening for ultrahigh-dimensional regression

Threshold selection in feature screening for error rate control*

Feature Screening for Massive Data Analysis by Subsampling

Grouped feature screening for ultra-high dimensional data for the classification model

Forward Selection for Feature Screening and Structure Identification in Varying Coefficient Models

Feature Screening in High Dimensional Regression with Endogenous Covariates

Feature screening rules and algorithms for efficient optimization of sparse regression models

Gini Correlation for Feature Screening

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feature screeningRecently Published Documents

TOTAL DOCUMENTS

H-INDEX

Robust Feature Screening via Distance Correlation for Ultrahigh Dimensional Data With Responses Missing at Random

A New Model-Free Feature Screening Procedure for Ultrahigh-Dimensional Interval-Censored Failure Time Data

Unified mean-variance feature screening for ultrahigh-dimensional regression

Threshold selection in feature screening for error rate control*

Feature Screening for Massive Data Analysis by Subsampling

Grouped feature screening for ultra-high dimensional data for the classification model

Forward Selection for Feature Screening and Structure Identification in Varying Coefficient Models

Feature Screening in High Dimensional Regression with Endogenous Covariates

Feature screening rules and algorithms for efficient optimization of sparse regression models

Gini Correlation for Feature Screening

feature screening
Recently Published Documents