Sensitivity Analysis with 'mrgsolve'

Perform local sensitivity analysis on ordinary differential equation based models, including ad-hoc graphical analyses based on sequences of parameters as well as local sensitivity analysis. Functions are provided for creating inputs, simulating scenarios and plotting outputs.

Details

• Local sensitivity analysis: lsa(), lsa_plot()

• Run ad-hoc sensitivity analyses: sens_each(), sens_grid(), sens_run()

  • Use sens_each_data() and sens_grid_data() to pass in data sets

• Parameter sequence generation:

  • In a pipeline: parseq_cv(), parseq_fct(), parseq_range(), parseq_manual()

  • Stand alone: seq_cv(), seq_fct(), seq_geo(), seq_even()

• Plot ad-hoc sensitivity analysis results

  • Use sens_plot()

• Select parameters or results

  • Use select_par() to choose which parameters to vary

  • Use select_sens() to subset sensitivity analysis results

See also

vignette("mrgsim.sa", package = "mrgsim.sa") for a complete tutorial.