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Plot Distributed Lag Function

Source: R/plot_cumulative.R
plot_cumulative.Rd

Plot estimated distributed lag function values from a DLIM object, can also compare those of a DLM

Usage

plot_cumulative(
  new_modifiers,
  mod_fit,
  dlm_fit = NULL,
  mod_name = NULL,
  mod_trans = NULL,
  link_trans = NULL
)

Arguments

new_modifiers

a vector of new modifier values for prediction (class "numeric")

mod_fit

DLIM model object (class "dlim")

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")

mod_name

modifier name (character)

mod_trans

if modifiers are transformed, specify back transformation function (class "character")

if family for glm is not Gaussian, specify back transformation to undo link function (class "character")

Value

This function returns a ggplot for cumulative effects, including for a DLM if specified

See also

dlim

Type vignette('dlimOverview') for a detailed description.