Visualizes the status of the EM-procedure. — plot_hsmm_fit

If a model has been fitted using the function fit_hsmm(), this function can be used to visualize the convergence of the EM.

plot_hsmm_fit_status(fit_output, title = NULL, y_axis_limits = NULL)

Arguments

fit_output	the output of the `fit_hsmm()` function.
title	(optional) an character specifying the title of the visualization (typically the name of the model). By default, there is no title.
y_axis_limits	(optional) a 2-element vector specifying the limits of the y-axis.

Value

a ggplot object.

Examples

my_model = simple_model
X_sim = simulate_hsmm(model = my_model, n_state_transitions = 20)
fit_results = fit_hsmm(model = my_model, X = X_sim)
plot_hsmm_fit_status(fit_output = fit_results)