plotVars: Plots the variables in each model.

In speccurvieR: Easy, Fast, and Pretty Specification Curve Analysis

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)

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'.

Value

A ggplot object.

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));

speccurvieR documentation built on Oct. 10, 2024, 1:08 a.m.