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Frédéric Ferraty

Paul Sabatier University
Institut de Mathématiques de Toulouse
University of Toulouse

108

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5078

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Scalar-on-function local linear regression and beyond

2021 Biometrika
- Frédéric Ferraty
- Stanislav Nagy
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Citations (2)
Editorial for the special issue on High-dimensional and functional data analysis

2019 Computational Statistics & Data Analysis
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Data depth for measurable noisy random functions

2019 Journal of Multivariate Analysis
- Stanislav Nagy
- Frédéric Ferraty
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A Unifying Classification for Functional Regression Modeling

2018
- Frédéric Ferraty
- Philippe Vieu
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Nonparametric regression on contaminated functional predictor with application to hyperspectral data

2017 Econometrics and Statistics
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An Algorithm for Nonlinear, Nonparametric Model Choice and Prediction

2015 Journal of Computational and Graphical Statistics
- Frédéric Ferraty
- Peter Hall
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Fast Forward Feature Selection of Hyperspectral Images for Classification With Gaussian Mixture Models

2015 IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
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Fast forward feature selection for the nonlinear classification of hyperspectral images.

2015 arXiv: Computer Vision and Pattern Recognition
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An Algorithm for Nonlinear, Nonparametric Model Choice and Prediction

2014 arXiv: Methodology
- Frédéric Ferraty
- Peter Hall
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Nonlinear parsimonious feature selection for the classification of hyperspectral images

2014 WHISPERS | Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing
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