27 citations · 42 across the 8 of their papers we have counts for
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stat.ME2021★ 2 cited
Hypothesis Testing for Functional Linear Models via Bootstrapping
Yinan Lin, Zhenhua Lin
Hypothesis testing for the slope function in functional linear regression is of both practical and theoretical interest. We develop a novel test for the nullity of the slope functi…
stat.ME2021★ 4 cited
Intrinsic Wasserstein Correlation Analysis
Hang Zhou, Zhenhua Lin, Fang Yao
We develop a framework of canonical correlation analysis for distribution-valued functional data within the geometry of Wasserstein spaces. Specifically, we formulate an intrinsic…
stat.ME2021
Causal Inference on Distribution Functions
Zhenhua Lin, Dehan Kong, Linbo Wang
Understanding causal relationships is one of the most important goals of modern science. So far, the causal inference literature has focused almost exclusively on outcomes coming f…