1 citations · 2 across the 5 of their papers we have counts for
4 papers · 1 filter
Clustering-based aggregate value regression
Kei Hirose, Hidetoshi Matsui, Hiroki Masuda
In various practical situations, forecasting of aggregate values rather than individual ones is often our main focus. For instance, electricity companies are interested in forecast…
Truncated estimation for varying-coefficient functional linear model
Hidetoshi Matsui
Varying-coefficient functional linear models consider the relationship between a response and a predictor, where the response depends not only the predictor but also an exogenous v…
Sparse varying-coefficient functional linear model
Hidetoshi Matsui
We consider the problem of variable selection in varying-coefficient functional linear models, where multiple predictors are functions and a response is a scalar and depends on an…
Varying-coefficient functional additive models
Hidetoshi Matsui
We extend the varying coefficient functional linear model to the nonlinear model and propose a varying coefficient functional additive model. The proposed method can represent the…