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An R package for modeling MIC data

How to install

library(devtools)
install_github('ajmichaelucd/mic.sim', build_vignettes = FALSE)

Data can be simulated with simulate_mics() or imported with import_mics_with_metadata(). Model fitting is done with fit_EM(). Plotting of model fitting results uses plot_fm() and plot_likelihood().

simulate_mics() |> 
  fit_EM(visible_data = _, preset_degrees = c(4,2)) |>
    plot_fm(output = _)