plot_DLF: Plot Cumulative Effects
In dlim: Distributed Lag Interaction Model

plot_DLF

R Documentation

Plot Cumulative Effects

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

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