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DESCRIPTION
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DESCRIPTION
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Package: scoringutils
Title: Utilities for Scoring and Assessing Predictions
Version: 2.0.0.9000
Language: en-GB
Authors@R: c(
person(given = "Nikos",
family = "Bosse",
role = c("aut", "cre"),
email = "[email protected]",
comment = c(ORCID = "0000-0002-7750-5280")),
person(given = "Sam",
family = "Abbott",
role = c("aut"),
email = "[email protected]",
comment = c(ORCID = "0000-0001-8057-8037")),
person(given = "Hugo",
family = "Gruson",
role = c("aut"),
email = "[email protected]",
comment = c(ORCID = "0000-0002-4094-1476")),
person(given = "Johannes",
family = "Bracher",
role = c("ctb"),
email = "[email protected]",
comment = c(ORCID = "0000-0002-3777-1410")),
person(given = "Toshiaki Asakura",
role = c("ctb"),
email = "[email protected]",
comment = c(ORCID = "0000-0001-8838-785X")),
person(given = "James Mba",
family = "Azam",
role = c("ctb"),
email = "[email protected]",
comment = c(ORCID = "0000-0001-5782-7330")),
person("Sebastian", "Funk",
email = "[email protected]",
role = c("aut")),
person(given = "Michael",
family = "Chirico",
role = c("ctb"),
email = "[email protected]",
comment = c(ORCID = "0000-0003-0787-087X")))
Description:
Facilitate the evaluation of forecasts in a convenient
framework based on data.table. It allows user to to check their forecasts
and diagnose issues, to visualise forecasts and missing data, to transform
data before scoring, to handle missing forecasts, to aggregate scores, and
to visualise the results of the evaluation. The package mostly focuses on
the evaluation of probabilistic forecasts and allows evaluating several
different forecast types and input formats. Find more information about the
package in the Vignettes as well as in the accompanying paper,
<doi:10.48550/arXiv.2205.07090>.
License: MIT + file LICENSE
Encoding: UTF-8
LazyData: true
Imports:
checkmate,
cli,
data.table,
ggplot2 (>= 3.4.0),
methods,
Metrics,
purrr,
scoringRules,
stats
Suggests:
ggdist,
kableExtra,
knitr,
magrittr,
rmarkdown,
testthat (>= 3.1.9),
vdiffr
Config/Needs/website:
r-lib/pkgdown,
amirmasoudabdol/preferably
Config/testthat/edition: 3
RoxygenNote: 7.3.2
URL: https://doi.org/10.48550/arXiv.2205.07090, https://epiforecasts.io/scoringutils/, https://github.com/epiforecasts/scoringutils
BugReports: https://github.com/epiforecasts/scoringutils/issues
VignetteBuilder: knitr
Depends:
R (>= 4.0)
Roxygen: list(markdown = TRUE)