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stat.ME2023
Robust Functional Regression with Discretely Sampled Predictors
Ioannis Kalogridis, Stanislav Nagy
The functional linear model is an important extension of the classical regression model allowing for scalar responses to be modeled as functions of stochastic processes. Yet, despi…
stat.ME2023
Robust and Adaptive Functional Logistic Regression
Ioannis Kalogridis
We introduce and study a family of robust estimators for the functional logistic regression model whose robustness automatically adapts to the data thereby leading to estimators wi…