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05/02/2023
Robust and Adaptive Functional Logistic Regression
We introduce and study a family of robust estimators for the functional ...
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07/28/2022
Robust thin-plate splines for multivariate spatial smoothing
We propose a novel family of multivariate robust smoothers based on the ...
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01/27/2022
Robust and efficient estimation of nonparametric generalized linear models
Generalized linear models are flexible tools for the analysis of diverse...
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12/24/2020
Robust penalized spline estimation with difference penalties
Penalized spline estimation with discrete difference penalties (P-spline...
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08/03/2020
Robust optimal estimation of the mean function from discretely sampled functional data
Estimating the mean of functional data is a central problem in functiona...
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02/12/2020
Asymptotics for M-type smoothing splines with non-smooth objective functions
M-type smoothing splines are a broad class of spline estimators that inc...
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08/23/2019
M-type penalized splines for functional linear regression
Functional data analysis is a fast evolving branch of modern statistics,...
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06/20/2019
M-type penalized splines with auxiliary scale estimation
Penalized spline smoothing is a popular and flexible method of obtaining...
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06/30/2018