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README.Rmd
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---
output:
github_document:
html_preview: false
---
<!-- README.md is generated from README.Rmd. Please edit that file -->
```{r, include = FALSE}
knitr::opts_chunk$set(
collapse = TRUE,
comment = "#>",
fig.path = "man/figures/"
)
```
# FoReco 0.2.6 <img src="man/figures/logo.svg" alt="logo" align="right" width="150" style="border: none; float: right;"/>
**Warning: This package version is no longer supported. Please upgrade to FoReco 1.0, which includes significant changes and is not compatible with previous versions.**
The **FoReco** (**Fo**recast **Reco**nciliation) package is designed for forecast reconciliation, a **post-forecasting** process aimed to improve the accuracy of the base forecasts for a system of linearly constrained (e.g. hierarchical/grouped) time series.
It offers classical (bottom-up and top-down), and modern (optimal and heuristic combination) forecast reconciliation procedures for cross-sectional, temporal, and cross-temporal linearly constrained time series.
The main functions are:
- `htsrec()`: cross-sectional (contemporaneous) forecast reconciliation.
- `thfrec()`: forecast reconciliation for a single time series through temporal hierarchies.
- `lccrec()`: level conditional forecast reconciliation for genuine hierarchical/grouped time series.
- `tdrec()`: top-down (cross-sectional, temporal, cross-temporal) forecast reconciliation for genuine hierarchical/grouped time series.
- `ctbu()`: bottom-up cross-temporal forecast reconciliation.
- `tcsrec()`: heuristic first-temporal-then-cross-sectional cross-temporal forecast reconciliation.
- `cstrec()`: heuristic first-cross-sectional-then-temporal cross-temporal forecast reconciliation.
- `iterec()`: heuristic iterative cross-temporal forecast reconciliation.
- `octrec()`: optimal combination cross-temporal forecast reconciliation.
## Installation
You can also install from [Github](https://github.com/daniGiro/FoReco026)
``` r
# install.packages("devtools")
devtools::install_github("daniGiro/FoReco026")
```
## Links
- Source code: <https://github.com/daniGiro/FoReco026>
- Site documentation: <https://danigiro.github.io/FoReco026/>
## Getting help
If you encounter a clear bug, please file a minimal reproducible example on [GitHub](https://github.com/daniGiro/FoReco026/issues).