ecorisk (version 0.3.1)

plot_diagnostic_sensitivity: Produce Diagnostic Plots for the

Description

The function plot_diagnostic_sensitivity() creates diagnostic plots for the generalized additive models, which are used as basis for the sensitivity scoring in model_sensitivity.

Usage

plot_diagnostic_sensitivity(indicator_time_series, pressure_time_series)

Value

The function returns a list of ggplot objects combined with patchwork. For each state and pressure indicator combination 4 diagnostic plots are created: Q-Q plots, residuals vs- linear predictor, a histogram of the residuals and response vs. fitted values.

Arguments

indicator_time_series

a data frame containing only the state indicator time series. First column MUST be the time column.

pressure_time_series

a data frame containing only the pressure variables. First column MUST be the time column.

Examples

if (FALSE) {
plot_diagnostic_sensitivity(
  indicator_time_series = indicator_ts_baltic[, c(1,2)],
  pressure_time_series = pressure_ts_baltic[, c(1,2)]
 )
 }