kavehsn/HDTempDisagg: High-dimensional temporal disaggregation

This package contains functions for: 1- generating (potentially high-dimensional) high-frequency and low-frequency series for simulation studies in temporal disaggregation; 2- a toolkit utilizing temporal disaggregation and benchmarking techniques with a low-dimensional matrix of indicator series previously proposed in the literature; and 3- novel techniques for disaggregating low-frequency series in the presence of high-dimensional indicator matrices.

Getting started

Package details

AuthorKaveh S. Nobari [aut, cre] (<https://orcid.org/0000-0002-4053-0781>)
MaintainerKaveh S. Nobari <k.salehzadehnobari@lancs.ac.uk>
LicenseGPL (>= 3)
Version1.0
Package repositoryView on GitHub
Installation Install the latest version of this package by entering the following in R:
install.packages("remotes")
remotes::install_github("kavehsn/HDTempDisagg")
kavehsn/HDTempDisagg documentation built on Dec. 21, 2021, 5:21 a.m.