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stat.ME2025
Nonparametric function-on-scalar regression using deep neural networks
Kazunori Takeshita, Yoshikazu Terada
We focus on nonlinear Function-on-Scalar regression, where the predictors are scalar variables, and the responses are functional data. Most existing studies approximate the hidden…
stat.ME2024
-means clustering for sparsely observed longitudinal data
Michio Yamamoto, Yoshikazu Terada
In longitudinal data analysis, observation points of repeated measurements over time often vary among subjects except in well-designed experimental studies. Additionally, measureme…