plot_location: Plot a location's time series of estimated/predicted values.

In BSTFA: Bayesian Spatio-Temporal Factor Analysis Model

Plot a location's time series of estimated/predicted values.

Description

Plot a location's time series of estimated/predicted values.

Usage

plot_location(
  out,
  location,
  new_x = NULL,
  type = "mean",
  par.mfrow = c(1, 1),
  pred.int = FALSE,
  ci.level = c(0.025, 0.975),
  uncertainty = TRUE,
  xrange = NULL,
  truth = FALSE,
  ylim = NULL
)

Arguments

out	Output from BSTFA or BSTFAfull.
location	Either a single integer indicating the location in the data set to plot or a vector of length 2 providing the longitude and latitude of the new location.
new_x	If the original model included covariates x, include the same covariates for prediction location.
type	One of mean (default), median, ub, or lb indicating which summary statistic of the predicted values to return.
par.mfrow	A vector of length 2 indicating the number of rows and columns to divide the plotting window. Default is c(1,1).
pred.int	Logical scalar indicating whether the interval should be a posterior predictive interval (TRUE) or a posterior credible interval (FALSE; default).
ci.level	If type='lb' or 'ub', the percentiles for the posterior interval.
uncertainty	Logical scalar indicating whether to plot the uncertainty bounds (TRUE; default) or not.
xrange	A date vector of length 2 providing the lower and upper bounds of the dates to include in the plot.
truth	Logical scalar indicating whether to include the observed measurements (TRUE) or not (default). If TRUE, location must be an integer corresponding to the column of the data matrix for the in-sample prediction location.
ylim	Numeric vector of length 2 providing the lower and upper bounds of the y-axis. If NULL (default), the y-axis limits are chosen using the range of the predictions.

Value

A plot of predicted values for location.

Author(s)

Candace Berrett and Adam Simpson

Examples

data(out.sm)
attach(out.sm)
plot_location(out.sm, location=1, pred.int=FALSE)

BSTFA documentation built on Aug. 28, 2025, 9:09 a.m.