Determination of the best knot and bandwidth in geographically weighted truncated spline nonparametric regression using generalized cross validation

This study proposes the development of nonparametric regression for data containing spatial heterogeneity with local parameter estimates for each observation location. GWTSNR combines Truncated Spline Nonparametric Regression (TSNR) and Geographically Weighted Regression (GWR). So it is necessary to...

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Detalles Bibliográficos
Autores principales: Putra, Robiansyah, Fadhlurrahman, Muhammad Ghani, Gunardi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2023
Materias:
Method Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9860359/
https://www.ncbi.nlm.nih.gov/pubmed/36691670
http://dx.doi.org/10.1016/j.mex.2022.101994

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9860359/
https://www.ncbi.nlm.nih.gov/pubmed/36691670
http://dx.doi.org/10.1016/j.mex.2022.101994

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