FTSgof

White Noise and Goodness-of-Fit Tests for Functional Time Series


License
GPL-3.0

Documentation

FTSgof: White noise and goodness-of-fit tests for functional time series in R

Mihyun Kim, Gregory Rice, Chi-Kuang Yeh, Yuqian Zhao

September 26, 2024

Description

Implementation of the robust tools to 1) visualize and perform inference on the autocorrelation structure of time series of functional data objects, and 2) perform goodness-of-fit tests for popular functional time series models.

Installation

Install the R devtools package and run

devtools::install_github("veritasmih/FTSgof")

Reference

Kim, M., Rice, G, Zhao, Y and Yeh, C.-K. (2024+) FTSgof: White noise and goodness-of-fit tests for functional time series in R. arXiv.