Browsing by Subject "Functional kernel regression"
Now showing items 1-2 of 2
-
Article
A functional wavelet-kernel approach for time series prediction
(2006)We consider the prediction problem of a time series on a whole time interval in terms of its past. The approach that we adopt is based on functional kernel nonparametric regression estimation techniques where observations ...
-
Article
Short-term load forecasting: The similar shape functional time-series predictor
(2013)A novel functional time-series methodology for shortterm load forecasting is introduced. The prediction is performed by means of a weighted average of past daily load segments, the shape of which is similar to the expected ...