Výsledky vyhledávání - "local polynomial kernel method"

Comparison between the Local Polynomial Kernel Method and cubic spline to Estimating Time-Varying Coefficients Model Autor Abdul-Kareem Fayadh, Noor, Jaafar Hussain, Wafaa

“…The research deals with the study of the varying coefficient model as well as the Time-Varying Coefficient Model because of their remarkable interest in recent…”
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FRATS: Functional Regression Analysis of DTI Tract Statistics Autor Hongtu Zhu, Styner, M., Niansheng Tang, Zhexing Liu, Weili Lin, Gilmore, J.H.

“… The functional regression framework consists of four integrated components: the local polynomial kernel method for smoothing multiple diffusion properties along individual…”
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Multivariate varying coefficient models for DTI tract statistics Autor Zhu, Hongtu, Styner, Martin, Li, Yimei, Kong, Linglong, Shi, Yundi, Lin, Weili, Coe, Christopher, Gilmore, John H

“…Diffusion tensor imaging (DTI) is important for characterizing the structure of white matter fiber bundles as well as detailed tissue properties along these…”
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Some classical and Bayesian nonparametric regression methods in a longitudinal marginal model Autor Seo, Jeonggang

“… In classical statistics, the local polynomial kernel method for longitudinal data possesses a somewhat surprising phenomenon called working independence, which implies this common classical method…”
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RANDOM TIME-VARYING COEFFICIENT MODEL ESTIMATION THROUGH RADIAL BASIS FUNCTIONS Autor Juan Camilo Sosa, Díaz, Luis Guillermo

“… The proposed methodology is compared with the local polynomial kernel methods by means of a simulation study…”
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Random Time-Varying Coefficient Model Estimation through Radial Basis Functions Estimación de los coeficientes de un modelo de coeficientes dinámicos y aleatorios a través de funciones radiales kernel Autor LUIS GUILLERMO DÍAZ, JUAN CAMILO SOSA

“… The proposed methodology is compared with the local polynomial kernel methods by means of a simulation study…”
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