2 papers
stat.ME2025
Low-Rank Regularization of Global Fréchet Regression Models for Distributional Responses
Kyunghee Han, Hsin-Hsiung Huang
Fréchet regression has emerged as a useful tool for modeling non-Euclidean response variables associated with Euclidean covariates. In this work, we propose a global Fréchet regres…
stat.ME2024
Statistical inference for partially shape-constrained function-on-scalar linear regression models
Kyunghee Han, Yeonjoo Park, Soo-Young Kim
We consider functional linear regression models where functional outcomes are associated with scalar predictors by coefficient functions with shape constraints, such as monotonicit…