Plot Cumulative Effects

Plot estimated cumulative effects from a DLIM object, can also compare estimated cumulative effects between a DLM and DLIM

Usage

plot_DLF(
  new_modifiers,
  mod_fit,
  mod_name,
  dlm_fit = NULL,
  plot_by,
  time_pts = NULL,
  mod_trans = NULL,
  link_trans = NULL
)

new_modifiers: a vector of new modifier values for prediction (class "numeric")
mod_fit: DLIM model object (class "dlim")
mod_name: modifier name that follows variable name nomenclature (class "character")
dlm_fit: a list containing a crossbasis object from the dlnm package as the first element and a DLM model object as the second element (class "list")
plot_by: choose to create plots for particular modifier values, "modifier", or particular time points, "time", (class "character")
time_pts: a set of time points if plotting by time (class "numeric")
mod_trans: if modifiers are transformed, specify back transformation function (class "character")
link_trans: if family for glm is not Gaussian, specify back transformation to undo link function (class "character")

This function returns a ggplot for point-wise effects isolated by either time points or modifier, including a DLM if specified