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Beyaztas U, Shang HL. A robust partial least squares approach for function-on-function regression. BRAZ J PROBAB STAT 2022. [DOI: 10.1214/21-bjps523] [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)
- Ufuk Beyaztas
- Department of Statistics, Marmara University, 34722, Kadikoy-Istanbul, Turkey
| | - Han Lin Shang
- Department of Actuarial Studies and Business Analytics, Level 7, 4 Eastern Road, Macquarie University, Sydney, New South Wales 2109, Australia
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Beyaztas U, Shang HL. A comparison of parameter estimation in function-on-function regression. COMMUN STAT-SIMUL C 2020. [DOI: 10.1080/03610918.2020.1746340] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/24/2022]
Affiliation(s)
- Ufuk Beyaztas
- Department of Mathematics, Bartin University, Bartin, Turkey
| | - Han Lin Shang
- Department of Actuarial Studies and Business Analytics, Macquarie University, NSW, Australia
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Menafoglio A, Secchi P, Dalla Rosa M. A Universal Kriging predictor for spatially dependent functional data of a Hilbert Space. Electron J Stat 2013. [DOI: 10.1214/13-ejs843] [Citation(s) in RCA: 72] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
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Gromenko O, Kokoszka P, Zhu L, Sojka J. Estimation and testing for spatially indexed curves with application to ionospheric and magnetic field trends. Ann Appl Stat 2012. [DOI: 10.1214/11-aoas524] [Citation(s) in RCA: 35] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
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Functional Concurrent Linear Regression Model for Spatial Images. JOURNAL OF AGRICULTURAL, BIOLOGICAL, AND ENVIRONMENTAL STATISTICS 2010. [DOI: 10.1007/s13253-010-0047-1] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
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Giraldo R, Delicado P, Mateu J. Continuous Time-Varying Kriging for Spatial Prediction of Functional Data: An Environmental Application. JOURNAL OF AGRICULTURAL, BIOLOGICAL, AND ENVIRONMENTAL STATISTICS 2010. [DOI: 10.1007/s13253-009-0012-z] [Citation(s) in RCA: 33] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
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