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DESCRIPTION
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DESCRIPTION
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Package: MethodEvaluation
Type: Package
Title: Package for Evaluation of Estimation Methods
Version: 2.3.0
Date: 2023-06-30
Authors@R: c(
person("Martijn", "Schuemie", , "[email protected]", role = c("aut", "cre"))
)
Maintainer: Martijn Schuemie <[email protected]>
Description: Resources for the evaluation of the
performance of methods that aim to estimate the magnitude (relative risk) of
the effect of a drug on an outcome. These resources include reference sets for
evaluating methods on real data, as well as functions for inserting simulated
effects in real data based on negative control drug-outcome pairs. Further
included are functions for the computation of the minimum detectable relative
risks and functions for computing performance statistics such as predictive
accuracy, error and bias.
License: Apache License 2.0
VignetteBuilder: knitr
URL: https://github.com/OHDSI/MethodEvaluation
BugReports: https://github.com/OHDSI/MethodEvaluation/issues
Depends:
R (>= 3.5.0),
DatabaseConnector (>= 6.0.0),
FeatureExtraction (>= 3.0.0),
Cyclops (>= 3.0.0)
Imports:
dplyr,
bit64,
readr,
purrr,
rlang,
SqlRender (>= 1.7.0),
pROC,
ggplot2,
ParallelLogger (>= 2.0.0),
methods,
EmpiricalCalibration,
checkmate
Suggests:
Eunomia,
testthat,
DT,
shiny,
knitr,
rmarkdown
Remotes:
ohdsi/FeatureExtraction,
ohdsi/Eunomia
RoxygenNote: 7.2.3
Encoding: UTF-8