Plots DLMMs for model summary of class 'tdlmm' — plot.summary.tdlmm • dlmtree

Method for plotting DLMMs for model summary of class 'tdlmm'. Includes plots for marginal exposure effects as well as interactions between two exposures.

Usage

# S3 method for summary.tdlmm
plot(
  x,
  type = "marginal",
  exposure1 = NULL,
  exposure2 = NULL,
  time1 = c(),
  time2 = c(),
  show.cw = TRUE,
  cw.plots.only = TRUE,
  trueDLM = NULL,
  scale = NULL,
  ...
)

Arguments

x: an object of type 'summary.tdlmm' from summary.tdlmm() output
type: plot type, 'marginal' (default)
exposure1: exposure for plotting DLM
exposure2: exposure paired with 'exposure1' for plotting interaction
time1: plot a cross section from an interaction plot at specific time for 'exposure1'
time2: plot a cross section from an interaction plot at specific time for 'exposure2'
show.cw: indicate location of critical windows in interaction plot with red points
cw.plots.only: show only plots with critical windows
trueDLM: A vector of true effects that can be obtained from the simulated data. Only applicable for simulation studies
scale: default = NULL, if scale is not NULL, the effects are exponentiated
...: additional plotting parameters for title and labels

Value

A plot of distributed lag effect or interaction surface estimated with tdlmm

Details

plot.summary.tdlmm