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…