Generate perfomance metrics for the OHDSI Methods Benchmark

computeOhdsiBenchmarkMetrics(exportFolder, mdrr = 1.25,
  stratum = "All", trueEffectSize = "Overall", calibrated = FALSE,
  comparative = FALSE)

Arguments

exportFolder

The folder containing the CSV files created using the packageOhdsiBenchmarkResults function. This folder can contain results from various methods, analyses, and databases.

mdrr

The minimum detectable relative risk (MDRR). Only controls with this MDRR will be used to compute the performance metrics. Set to "All" to include all controls.

stratum

The stratum for which to compute the metrics, e.g. 'Acute Pancreatitis'. Set to 'All' to use all controls.

trueEffectSize

Should the analysis be limited to a specific true effect size? Set to "Overall" to include all.

calibrated

Should confidence intervals and p-values be empirically calibrated before computing the metrics?

comparative

Should the methods be evaluated on the task of comprative effect estimation? If FALSE, they will be evaluated on the task of effect estimation.

Value

A data frame with the various metrics per method - analysisId - database combination.