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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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Liu CS, Liang HY. Bayesian analysis in single-index quantile regression with missing observation. COMMUN STAT-THEOR M 2022. [DOI: 10.1080/03610926.2022.2042027] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/03/2022]
Affiliation(s)
- Chang-Sheng Liu
- School of Mathematical Sciences, Tongji University, Shanghai, China
| | - Han-Ying Liang
- School of Mathematical Sciences, Tongji University, Shanghai, China
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Christou E. Sufficient dimension reduction for conditional quantiles with alternative types of data. J STAT COMPUT SIM 2022. [DOI: 10.1080/00949655.2021.1958811] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
Affiliation(s)
- Eliana Christou
- Department of Mathematics and Statistics, University of North Carolina at Charlotte, Charlotte, NC, USA
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4
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Nonlinear dimension reduction for conditional quantiles. ADV DATA ANAL CLASSI 2021. [DOI: 10.1007/s11634-021-00439-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
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Christou E. Transformed central quantile subspace. STATISTICS-ABINGDON 2021. [DOI: 10.1080/02331888.2021.1897984] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
Affiliation(s)
- Eliana Christou
- Department of Mathematics and Statistics, University of North Carolina at Charlotte, Charlotte, NC, USA
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Liang HY, Wang BH, Shen Y. Quantile regression of partially linear single-index model with missing observations. STATISTICS-ABINGDON 2021. [DOI: 10.1080/02331888.2021.1883613] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
Affiliation(s)
- Han-Ying Liang
- School of Mathematical Sciences, Tongji University, Shanghai, People's Republic of China
| | - Bao-Hua Wang
- School of Mathematical Sciences, Tongji University, Shanghai, People's Republic of China
| | - Yu Shen
- School of Mathematical Sciences, Tongji University, Shanghai, People's Republic of China
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Zambom AZ, Kim J. Testing for additivity in nonparametric heteroscedastic regression models. J Nonparametr Stat 2020. [DOI: 10.1080/10485252.2020.1798423] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
Affiliation(s)
- Adriano Zanin Zambom
- Department of Mathematics, California State University Northridge, Los Angeles, CA, USA
| | - Jongwook Kim
- Department of Statistics at Indiana University Bloomington, Bloomington, IN, USA
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Affiliation(s)
- Eliana Christou
- Department of Mathematics and Statistics, University of North Carolina at Charlotte, Charlotte, North Carolina, USA
| | - Michael Grabchak
- Department of Mathematics and Statistics, University of North Carolina at Charlotte, Charlotte, North Carolina, USA
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Time-varying quantile single-index model for multivariate responses. Comput Stat Data Anal 2018. [DOI: 10.1016/j.csda.2018.05.006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
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Christou E, Akritas MG. Variable selection in heteroscedastic single-index quantile regression. COMMUN STAT-THEOR M 2017. [DOI: 10.1080/03610926.2017.1405271] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
Affiliation(s)
- Eliana Christou
- Department of Mathematics and Statistics, University of North Carolina at Charlotte, Charlotte, North Carolina, United States
| | - Michael G. Akritas
- Department of Statistics, The Pennsylvania State University, State College, Pennsylvania, United States
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