Article
Asymptotic Properties of the Robust Regression Estimator by using the Local Linear Method Case of Spatial Functional Data
Authors
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Abstract
A robust nonparametric local linear estimator will be constructed in this research when the regresses are functional spatial random variables. It is calculated by the combination of the technique M-estimation and local linear idea. The main goal is to generalize the result given in (Ibrahim M. Almanjahie. 2020) , and to establish the almost complete convergence with robust of this estimator under an α- mixing assumption.
Keywords
Spatial Data, Robust regression, Local linear Method, Asymptotic properties, Strong mixing process
Citation
Abeidallah, M., Belguerna, A., & Laala, Z. (2022). Asymptotic properties of the robust regression estimator by using the local linear method case of spatial functional data. Turkish Journal of Computer and Mathematics Education, 13(3), 830–843.
M. Abeidallah, A. Belguerna and Z. Laala, “Asymptotic properties of the robust regression estimator by using the local linear method case of spatial functional data,” Turkish Journal of Computer and Mathematics Education, vol. 13, no. 3, pp. 830–843, 2022.
Abeidallah M, Belguerna A, Laala Z. Asymptotic properties of the robust regression estimator by using the local linear method case of spatial functional data. Turkish Journal of Computer and Mathematics Education. 2022;13(3):830–843.
Abeidallah, M., Belguerna, A. and Laala, Z. (2022), ‘Asymptotic properties of the robust regression estimator by using the local linear method case of spatial functional data’, Turkish Journal of Computer and Mathematics Education, 13(3), pp. 830–843.
Abeidallah, Mohammed, et al. “Asymptotic Properties of the Robust Regression Estimator by Using the Local Linear Method Case of Spatial Functional Data.” Turkish Journal of Computer and Mathematics Education, vol. 13, no. 3, 2022, pp. 830–843.
Abeidallah, Mohammed, Abderrahmane Belguerna, and Zeyneb Laala. “Asymptotic Properties of the Robust Regression Estimator by Using the Local Linear Method Case of Spatial Functional Data.” Turkish Journal of Computer and Mathematics Education 13, no. 3 (2022): 830–843.
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Published by: Engineering Journals
