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stat.ME2021
Adaptive Ridge-Penalized Functional Local Linear Regression
Wentian Huang, David Ruppert
We introduce an original method of multidimensional ridge penalization in functional local linear regressions. The nonparametric regression of functional data is extended from its…
stat.ME2018
Density Deconvolution with Additive Measurement Errors using Quadratic Programming
Ran Yang, Daniel Apley, Jeremy Staum +1
Distribution estimation for noisy data via density deconvolution is a notoriously difficult problem for typical noise distributions like Gaussian. We develop a density deconvolutio…