5 citations · 6 across the 4 of their papers we have counts for
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Robust domain selection for functional data via interval-wise testing and effect size mapping
Yeonjoo Park, Aiguo Han
Among inferential problems in functional data analysis, domain selection is one of the practical interests aiming to identify sub-interval(s) of the domain where desired functional…
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…
Testing Linear Operator Constraints in Functional Response Regression with Incomplete Response Functions
Yeonjoo Park, Kyunghee Han, Douglas G. Simpson
Hypothesis testing procedures are developed to assess linear operator constraints in function-on-scalar regression when incomplete functional responses are observed. The approach e…
Robust Inference for Partially Observed Functional Response Data
Yeonjoo Park, Xiaohui Chen, Douglas G. Simpson
Irregular functional data in which densely sampled curves are observed over different ranges pose a challenge for modeling and inference, and sensitivity to outlier curves is a con…