plot_fitted {bayesdfa}

Plot the fitted values from a DFA

Description

Plot the fitted values from a DFA

Usage

plot_fitted(
  modelfit,
  conf_level = 0.95,
  names = NULL,
  spaghetti = FALSE,
  time_labels = NULL
)

Arguments

modelfit

Output from fit_dfa, a rstanfit object

conf_level

Probability level for CI.

names

Optional vector of names for plotting labels TODO. Should be same length as the number of time series

spaghetti

Defaults to FALSE, but if TRUE puts all raw time series (grey) and fitted values on a single plot

time_labels

Optional vector of time labels for plotting, same length as number of time steps

See Also

plot_loadings fit_dfa rotate_trends dfa_fitted

Examples

y <- sim_dfa(num_trends = 2, num_years = 20, num_ts = 4)
m <- fit_dfa(y = y$y_sim, num_trends = 2, iter = 50, chains = 1)
p <- plot_fitted(m)
print(p)

p <- plot_fitted(m, spaghetti = TRUE)
print(p)