Search Results for author: Hanlin Shang

Found 2 papers, 1 papers with code

Covariance Function Estimation for High-Dimensional Functional Time Series with Dual Factor Structures

no code implementations11 Jan 2024 Chenlei Leng, Degui Li, Hanlin Shang, Yingcun Xia

We propose a flexible dual functional factor model for modelling high-dimensional functional time series.

Time Series

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

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