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high dimensional regression
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A new test for high‐dimensional regression coefficients in partially linear models
Canadian Journal of Statistics
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10.1002/cjs.11665
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2021
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Author(s):
Fanrong Zhao
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Nan Lin
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Baoxue Zhang
Keyword(s):
Linear Models
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Regression Coefficients
◽
High Dimensional
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Partially Linear Models
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Partially Linear
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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
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10.1080/03610918.2021.2008435
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2021
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pp. 1-12
Author(s):
Yimiao Gao
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Yuehan Yang
Keyword(s):
Regression Modeling
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Joint Estimation
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High Dimensional
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High Dimensional Regression
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Stratified Data
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Feature Screening in High Dimensional Regression with Endogenous Covariates
Computational Economics
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10.1007/s10614-021-10174-x
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2021
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Author(s):
Qinqin Hu
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Lu Lin
Keyword(s):
High Dimensional
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Feature Screening
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High Dimensional Regression
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Endogenous Covariates
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Model selection properties of forward selection and sequential cross‐validation for high‐dimensional regression
Canadian Journal of Statistics
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10.1002/cjs.11635
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2021
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Author(s):
Jerzy Wieczorek
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Jing Lei
Keyword(s):
Model Selection
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Cross Validation
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High Dimensional
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Forward Selection
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High Dimensional Regression
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Bayesian Dynamic Feature Partitioning in High-Dimensional Regression with Big Data
Technometrics
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10.1080/00401706.2021.1952899
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2021
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pp. 1-42
Author(s):
Rene Gutierrez
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Rajarshi Guhaniyogi
Keyword(s):
Big Data
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High Dimensional
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Dynamic Feature
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Feature Partitioning
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High Dimensional Regression
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Honest Confidence Sets for High-Dimensional Regression by Projection and Shrinkage*
Journal of the American Statistical Association
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10.1080/01621459.2021.1938581
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2021
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pp. 1-46
Author(s):
Kun Zhou
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Ker-Chau Li
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Qing Zhou
Keyword(s):
High Dimensional
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Confidence Sets
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High Dimensional Regression
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High dimensional regression for regenerative time-series: An application to road traffic modeling
Computational Statistics & Data Analysis
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10.1016/j.csda.2021.107191
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2021
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Vol 158
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pp. 107191
Author(s):
Mohammed Bouchouia
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François Portier
Keyword(s):
Time Series
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Road Traffic
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High Dimensional
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Traffic Modeling
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High Dimensional Regression
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Sampling Local‐Scale Parameters in High‐Dimensional Regression Models
Wiley StatsRef: Statistics Reference Online
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10.1002/9781118445112.stat08292
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2021
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pp. 1-14
Author(s):
Anirban Bhattacharya
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James E. Johndrow
Keyword(s):
Regression Models
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Local Scale
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High Dimensional
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Scale Parameters
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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
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10.1002/pst.2117
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2021
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Author(s):
Valentina Mameli
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Debora Slanzi
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Irene Poli
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Darren V.S. Green
Keyword(s):
High Dimensional
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High Dimensional Regression
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Performances of some high dimensional regression methods: sparse principal component regression
Communications in Statistics - Simulation and Computation
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10.1080/03610918.2021.1898638
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2021
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pp. 1-15
Author(s):
Fatma Sevinç Kurnaz
Keyword(s):
Principal Component Regression
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Principal Component
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High Dimensional
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Regression Methods
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High Dimensional Regression
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