speccurvieR (version 0.4.2)

plotVars: Plots the variables in each model.

Description

plotVars() plots the variables included in each model specification in order of model index. Returns a ggplot object that can then be combined with the output of other functions like plotRMSE() if further customization of each plot is desired.

Usage

plotVars(sca_data, title = "", colorControls = FALSE)

Value

A ggplot object.

Arguments

sca_data

A data frame returned by `sca()` containing model estimates from the specification curve analysis.

title

A string to use as the plot title. Defaults to an empty string, `""`.

colorControls

A boolean indicating whether to give each variable a color to improve readability. Defaults to `FALSE`.

Examples

plotVars(sca_data = sca(y = "Salnty", x = "T_degC",
                        controls = c("ChlorA", "O2Sat"),
                        data = bottles, progressBar = TRUE,
                        parallel = FALSE),
                     title = "Model Variable Specifications");
plotVars(sca_data = sca(y = "Salnty", x = "T_degC",
                        controls = c("ChlorA*O2Sat"),
                        data = bottles, progressBar = FALSE,
                        parallel = FALSE),
                     colorControls = TRUE);
plotVars(sca_data = sca(y = "Salnty", x = "T_degC",
                        controls = c("ChlorA*NO3uM", "O2Sat*NO3uM"),
                        data = bottles,
                        progressBar = TRUE, parallel = TRUE, workers = 2));