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To check the performance of the IncidencePrevalence package we can use the benchmarkIncidencePrevalence(). This function generates some hypothetical study cohorts and the estimates incidence and prevalence using various settings and times how long these analyses take.
We can start for example by benchmarking our example mock data which uses duckdb.
We can see our results like so:
Here we can see the results from the running the benchmark on test datasets on different databases management systems. These benchmarks have already been run so we’ll start by loading the results.
Above we’ve seen performance on small test databases. However, more interesting is to know how the package performs on our actual patient-level data, which is often much larger. Below our results from running our benchmarking tasks against real patient datasets.
These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.