MethodEvaluation is part of HADES.
This R package contains 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.
MethodEvaluation is a pure R package.
Requires R. Some of the packages used by MethodEvaluation require Java.
See the instructions here for configuring your R environment, including Java.
In R, use the following commands to download and install MethodEvaluation:
r
install.packages("remotes")
remotes::install_github("ohdsi/MethodEvaluation")
Documentation can be found on the package website.
PDF versions of the documentation are also available:
Read here how you can contribute to this package.
MethodEvaluation is licensed under Apache License 2.0
MethodEvaluation is being developed in R Studio.
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