A place to collect work on forecast evaluation via allocation scoring rules and social utility in general.
The analysis here uses a pipeline-based workflow implemented with the targets package for R.
- The analysis has been confirmed to work with R v4.2.3.
- The analysis requires the following installations (specific version requirements not enforced at the moment, but perhaps at a future time will be saved using
renv):
- from CRAN:
targets,tarchetypes,tidyverse,gh,crew - from GitHub:
alloscore,distfromq,covidHubUtils(along with several dependencies; see https://github.com/reichlab/covidHubUtils).
From an R console at the project root,
source("_targets.R")tar_make()(this could take a while, e.g., ~20 minutes on an M2 Mac)
The objects required to knit ./alloscore_manuscript/manuscript.Rnw should now reside in
_targets/objects (which is gitignored).