Plot Estimates at Given Times for SensIAT_withingroup_jackknife_results Objects — autoplot.SensIAT_withingroup_jackknife

Horizontal axis represents time, and the vertical axis represents the outcome from the model. Point plotted is the mean estimate, and the error bars show the level confidence interval using the variance estimated from the jackknife.

Usage

# S3 method for class 'SensIAT_withingroup_jackknife_results'
autoplot(object, level = 0.95, width = NULL, ...)

Arguments

object: A SensIAT_withingroup_jackknife_results object produced from SensIAT_jackknife.
level: Significance level of the confidence interval.
width: Width of the dodge for position, default is half the minimum distance between time evaluation points.
...: Ignored.

Value

A ggplot2 object.

Examples

# Note: fitting the jackknife is computationally expensive,
#       so this example is here for reference.
if (FALSE) { # \dontrun{
fitted <-
fit_SensIAT_within_group_model(
    group.data = SensIAT_example_data,
    outcome_modeler = fit_SensIAT_single_index_fixed_coef_model,
    alpha = c(-0.6, -0.3, 0, 0.3, 0.6),
    id = Subject_ID,
    outcome = Outcome,
    time = Time,
    intensity.args=list(bandwidth = 30),
    knots = c(60,260,460),
    End = 830
)
jackknife.estimates <- SensIAT_jackknife(fitted, time = c(90, 180, 270, 360, 450))
ggplot2::autoplot(jackknife.estimates)
} # }