Search Results for author: Raúl Jiménez

Found 2 papers, 2 papers with code

On projection methods for functional time series forecasting

1 code implementation10 May 2021 Antonio Elías, Raúl Jiménez, Hanlin Shang

The second one is based on a selection of curves, termed \emph{the curve envelope}, that aims to be representative in shape and magnitude of the most recent functional observation, either a whole curve or the observed part of a partially observed curve.

Time Series Univariate Time Series Forecasting

Localization processes for functional data analysis

1 code implementation31 Jul 2020 Antonio Elías, Raúl Jiménez, Joe Yukich

We propose an alternative to $k$-nearest neighbors for functional data whereby the approximating neighboring curves are piecewise functions built from a functional sample.

Methodology Applications

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