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Wang BH, Liang HY. Empirical likelihood in single-index quantile regression with high dimensional and missing observations. J Stat Plan Inference 2023. [DOI: 10.1016/j.jspi.2023.01.005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/27/2023]
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2
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Jiang R, Sun M. Single-index composite quantile regression for ultra-high-dimensional data. TEST-SPAIN 2022. [DOI: 10.1007/s11749-021-00785-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
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3
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Jiang R, Peng Y, Deng Y. Variable selection and debiased estimation for single‐index expectile model. AUST NZ J STAT 2022. [DOI: 10.1111/anzs.12348] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Affiliation(s)
- Rong Jiang
- Donghua University Shanghai 201620People's Republic of China
| | - Yexun Peng
- Donghua University Shanghai 201620People's Republic of China
| | - Yufei Deng
- Donghua University Shanghai 201620People's Republic of China
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Pircalabelu E, Artemiou A. High-dimensional sufficient dimension reduction through principal projections. Electron J Stat 2022. [DOI: 10.1214/22-ejs1988] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
Affiliation(s)
- Eugen Pircalabelu
- Institute of Statistics, Biostatistics and Actuarial Sciences, UCLouvain, Voie du Roman Pays 20, 1348 Louvain-la-Neuve, Belgium
| | - Andreas Artemiou
- School of Mathematics, Cardiff University, Senghennydd Road, Cardiff, CF24 4AG
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Wu Y, Wang L, Fu H. Model-Assisted Uniformly Honest Inference for Optimal Treatment Regimes in High Dimension. J Am Stat Assoc 2021. [DOI: 10.1080/01621459.2021.1929246] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
Affiliation(s)
- Yunan Wu
- Yale University, Department of Biostatistics, New Haven, 06520 United States
| | - Lan Wang
- University of Miami, Department of Management Science, Coral Gables, 33124 United States
| | - Haoda Fu
- Eli Lilly and Company, Biometrics and Advanced Analytics, Indianapolis, United States
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6
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Gueuning T, Claeskens G. A High‐dimensional Focused Information Criterion. Scand Stat Theory Appl 2017. [DOI: 10.1111/sjos.12285] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
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