high dimensional regression Latest Research Papers

A new test for high‐dimensional regression coefficients in partially linear models

Canadian Journal of Statistics ◽

10.1002/cjs.11665 ◽

2021 ◽

Author(s):

Fanrong Zhao ◽

Nan Lin ◽

Baoxue Zhang

Keyword(s):

Linear Models ◽

Regression Coefficients ◽

High Dimensional ◽

Partially Linear Models ◽

Partially Linear ◽

High Dimensional Regression

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A joint estimation for the high-dimensional regression modeling on stratified data

Communications in Statistics - Simulation and Computation ◽

10.1080/03610918.2021.2008435 ◽

2021 ◽

pp. 1-12

Author(s):

Yimiao Gao ◽

Yuehan Yang

Keyword(s):

Regression Modeling ◽

Joint Estimation ◽

High Dimensional ◽

High Dimensional Regression ◽

Stratified Data

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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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Model selection properties of forward selection and sequential cross‐validation for high‐dimensional regression

Canadian Journal of Statistics ◽

10.1002/cjs.11635 ◽

2021 ◽

Author(s):

Jerzy Wieczorek ◽

Jing Lei

Keyword(s):

Model Selection ◽

Cross Validation ◽

High Dimensional ◽

Forward Selection ◽

High Dimensional Regression

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Bayesian Dynamic Feature Partitioning in High-Dimensional Regression with Big Data

Technometrics ◽

10.1080/00401706.2021.1952899 ◽

2021 ◽

pp. 1-42

Author(s):

Rene Gutierrez ◽

Rajarshi Guhaniyogi

Keyword(s):

Big Data ◽

High Dimensional ◽

Dynamic Feature ◽

Feature Partitioning ◽

High Dimensional Regression

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Honest Confidence Sets for High-Dimensional Regression by Projection and Shrinkage*

Journal of the American Statistical Association ◽

10.1080/01621459.2021.1938581 ◽

2021 ◽

pp. 1-46

Author(s):

Kun Zhou ◽

Ker-Chau Li ◽

Qing Zhou

Keyword(s):

High Dimensional ◽

Confidence Sets ◽

High Dimensional Regression

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High dimensional regression for regenerative time-series: An application to road traffic modeling

Computational Statistics & Data Analysis ◽

10.1016/j.csda.2021.107191 ◽

2021 ◽

Vol 158 ◽

pp. 107191

Author(s):

Mohammed Bouchouia ◽

François Portier

Keyword(s):

Time Series ◽

Road Traffic ◽

High Dimensional ◽

Traffic Modeling ◽

High Dimensional Regression

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Sampling Local‐Scale Parameters in High‐Dimensional Regression Models

Wiley StatsRef: Statistics Reference Online ◽

10.1002/9781118445112.stat08292 ◽

2021 ◽

pp. 1-14

Author(s):

Anirban Bhattacharya ◽

James E. Johndrow

Keyword(s):

Regression Models ◽

Local Scale ◽

High Dimensional ◽

Scale Parameters ◽

High Dimensional Regression

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Search for relevant subsets of binary predictors in high dimensional regression for discovering the lead molecule

Pharmaceutical Statistics ◽

10.1002/pst.2117 ◽

2021 ◽

Author(s):

Valentina Mameli ◽

Debora Slanzi ◽

Irene Poli ◽

Darren V.S. Green

Keyword(s):

High Dimensional ◽

High Dimensional Regression

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Performances of some high dimensional regression methods: sparse principal component regression

Communications in Statistics - Simulation and Computation ◽

10.1080/03610918.2021.1898638 ◽

2021 ◽

pp. 1-15

Author(s):

Fatma Sevinç Kurnaz

Keyword(s):

Principal Component Regression ◽

Principal Component ◽

High Dimensional ◽

Regression Methods ◽

High Dimensional Regression

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high dimensional regression
Recently Published Documents

TOTAL DOCUMENTS

H-INDEX

A new test for high‐dimensional regression coefficients in partially linear models

A joint estimation for the high-dimensional regression modeling on stratified data

Feature Screening in High Dimensional Regression with Endogenous Covariates

Model selection properties of forward selection and sequential cross‐validation for high‐dimensional regression

Bayesian Dynamic Feature Partitioning in High-Dimensional Regression with Big Data

Honest Confidence Sets for High-Dimensional Regression by Projection and Shrinkage*

High dimensional regression for regenerative time-series: An application to road traffic modeling

Sampling Local‐Scale Parameters in High‐Dimensional Regression Models

Search for relevant subsets of binary predictors in high dimensional regression for discovering the lead molecule

Performances of some high dimensional regression methods: sparse principal component regression

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high dimensional regressionRecently Published Documents

TOTAL DOCUMENTS

H-INDEX

A new test for high‐dimensional regression coefficients in partially linear models

A joint estimation for the high-dimensional regression modeling on stratified data

Feature Screening in High Dimensional Regression with Endogenous Covariates

Model selection properties of forward selection and sequential cross‐validation for high‐dimensional regression

Bayesian Dynamic Feature Partitioning in High-Dimensional Regression with Big Data

Honest Confidence Sets for High-Dimensional Regression by Projection and Shrinkage*

High dimensional regression for regenerative time-series: An application to road traffic modeling

Sampling Local‐Scale Parameters in High‐Dimensional Regression Models

Search for relevant subsets of binary predictors in high dimensional regression for discovering the lead molecule

Performances of some high dimensional regression methods: sparse principal component regression

high dimensional regression
Recently Published Documents