Seasonal Auto-Regressive Integrated models with eXogenous predictors for forecasting Covid-19 hospitalizations
- Install the following R packages from the CRAN Repository:
install.packages(c("dplyr", "lubridate", "readr", "ggplot2"))
- Install the covidData R package.
- Install the hubEnsembles R package.
- Install the covidHubUtils R package.
- Install the sarix python module:
- clone the sarix repository and
from within that directory, run
pip3 install -e .
- clone the sarix repository and
from within that directory, run
- run
make sarix
in root directory - submit forecast submission file from
weekly-submission/sarix-forecasts/UMass-sarix/
to the COVID-19 Forecast Hub as a PR. - commit and push the generated CSV file and the PDF of plots from the sarix model.