33 citations · 63 across the 12 of their papers we have counts for
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stat.ME2020★ 7 cited
Robust penalized spline estimation with difference penalties
Ioannis Kalogridis, Stefan Van Aelst
Penalized spline estimation with discrete difference penalties (P-splines) is a popular estimation method for semiparametric models, but the classical least-squares estimator is hi…
stat.ME2020★ 8 cited
Robust optimal estimation of location from discretely sampled functional data
Ioannis Kalogridis, Stefan Van Aelst
Estimating location is a central problem in functional data analysis, yet most current estimation procedures either unrealistically assume completely observed trajectories or lack…
math.ST2020★ 7 cited
Asymptotics for M-type smoothing splines with non-smooth objective functions
Ioannis Kalogridis
M-type smoothing splines are a broad class of spline estimators that include the popular least-squares smoothing spline but also spline estimators that are less susceptible to outl…