plot.dllm: Plot a Fitted Dynamic Local Level Model

In dlmwwbe: Dynamic Linear Model for Wastewater-Based Epidemiology

Plot a Fitted Dynamic Local Level Model

Description

Produces a plot for an object of class dllm (typically created by dllm). The function displays the observed data along with the fitted curves computed using filtered and/or smoothed state estimates.

Usage

## S3 method for class 'dllm'
plot(
  x,
  type = c("smoother", "filter"),
  plot_data = TRUE,
  obs_cols = NULL,
  obs_colors = NULL,
  filter_colors = NULL,
  smoother_colors = NULL,
  conf.int = FALSE,
  sig.level = 0.95,
  ...
)

Arguments

x	An object of class dllm, as returned by dlm.
type	Character; one of "smoother" or "filter" (default: "smoother"). Specifies which fitted curves to display.
plot_data	Logical; if TRUE (default) the observed data points are plotted.
obs_cols	Character; an optional argument specifying the variables to be plotted. If NULL, plot all variables.
obs_colors	Optional character vector specifying custom colors for observed data. If not supplied, a default palette is used.
filter_colors	Optional character vector specifying custom colors for filtered curves. If not supplied, a default palette is used.
smoother_colors	Optional character vector specifying custom colors for smoothed curves. If not supplied, a default palette is used.
conf.int	Logical; if TRUE, plot confidence intervals with the given sig.level.
sig.level	Numeric; significance level for confidence intervals (default: 0.95).
...	Additional graphical parameters to pass to the underlying plotting functions.

Value

This function produces a plot of the fitted DLM and returns NULL invisibly.

dlmwwbe documentation built on June 8, 2025, 10:07 a.m.