Uniform consistency and uniform in number of neighbors consistency for nonparametric regression estimates and conditional U-statistics involving functional data
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Last updated 10 setembro 2024
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PDF) Functional data: local linear estimation of the conditional density and its application
![Uniform consistency and uniform in number of neighbors consistency for nonparametric regression estimates and conditional U-statistics involving functional data](https://i1.rgstatic.net/publication/316518157_An_overview_of_consistency_results_for_depth_functionals/links/63e5f0a5e2e1515b6b84968f/largepreview.png)
PDF) An overview of consistency results for depth functionals
![Uniform consistency and uniform in number of neighbors consistency for nonparametric regression estimates and conditional U-statistics involving functional data](https://wires.onlinelibrary.wiley.com/cms/asset/8346730f-e40b-41ab-b281-f24e26d40e0c/wics1499-toc-0001-m.jpg)
Random projections: Data perturbation for classification problems - Cannings - 2021 - WIREs Computational Statistics - Wiley Online Library
![Uniform consistency and uniform in number of neighbors consistency for nonparametric regression estimates and conditional U-statistics involving functional data](https://media.springernature.com/lw439/springer-static/image/art%3A10.1007%2Fs42081-022-00161-3/MediaObjects/42081_2022_161_Equ468_HTML.png)
Uniform consistency and uniform in number of neighbors consistency for nonparametric regression estimates and conditional U-statistics involving functional data
![Uniform consistency and uniform in number of neighbors consistency for nonparametric regression estimates and conditional U-statistics involving functional data](https://www.statlect.com/images/OLS-properties.png)
Properties of the OLS estimator Consistency, asymptotic normality
![Uniform consistency and uniform in number of neighbors consistency for nonparametric regression estimates and conditional U-statistics involving functional data](https://media.springernature.com/lw499/springer-static/image/art%3A10.1007%2Fs42081-022-00161-3/MediaObjects/42081_2022_161_Equ455_HTML.png)
Uniform consistency and uniform in number of neighbors consistency for nonparametric regression estimates and conditional U-statistics involving functional data
![Uniform consistency and uniform in number of neighbors consistency for nonparametric regression estimates and conditional U-statistics involving functional data](https://wires.onlinelibrary.wiley.com/cms/asset/ab691871-aa4b-4534-80a7-042aae70accb/wics1489-toc-0001-m.jpg)
On nonparametric conditional independence tests for continuous variables - Li - 2020 - WIREs Computational Statistics - Wiley Online Library
![Uniform consistency and uniform in number of neighbors consistency for nonparametric regression estimates and conditional U-statistics involving functional data](https://www.louisaslett.com/StatML/notes/StatML_files/figure-html/unnamed-chunk-26-1.png)
Chapter 4 Local Methods Statistical Machine Learning
![Uniform consistency and uniform in number of neighbors consistency for nonparametric regression estimates and conditional U-statistics involving functional data](https://static.hindawi.com/articles/mpe/volume-2022/8989037/figures/8989037.fig.001.jpg)
Asymptotic Normality of the Robust Equivariant Estimator for Functional Nonparametric Models
![Uniform consistency and uniform in number of neighbors consistency for nonparametric regression estimates and conditional U-statistics involving functional data](https://www.pnas.org/cms/10.1073/pnas.2107794118/asset/baff820f-9023-4c7f-976a-9969f9ee631b/assets/images/large/pnas.202107794fig04.jpg)
Distributional conformal prediction
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Frontiers Estimation of Heterogeneous Restricted Mean Survival Time Using Random Forest
![Uniform consistency and uniform in number of neighbors consistency for nonparametric regression estimates and conditional U-statistics involving functional data](https://wires.onlinelibrary.wiley.com/cms/asset/8fefdc61-cd3b-4304-8741-04f3b0cb12d0/wics1431-fig-0002-m.jpg)
Modal regression using kernel density estimation: A review - Chen - 2018 - WIREs Computational Statistics - Wiley Online Library
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