significance_plot: Quickly plot the p-values of an ensemble of models

In garrettgman/modelglyphs: Explore large data with binned modelling

Description

significance_plot plots data derived from an mg_ensemble object. The x_major and y_major attributes of the mg_ensemble are used as the x and y axes of the plot. Each model in the ensemble is mapped to a point. The size of each point corresponds to the p-value associated with that model (or its derivative data). An additional variable can also be mapped to the color of the point (optional).

Usage

  significance_plot(data, p.value, color = NULL,
    title = "", ...)

Arguments

data	Any type of data object whose class is defined in the modelglyphs package. The class of the object will begin with "mg_".
p.value	The name of the variable in data that contains p values. The name should be written as a character vector.
color	Optional. The name of a second variable, written as a character vector.
title	Optional. The title of the graph as a character string.

Details

Significance_plots are meant to be quick and exploratory.

garrettgman/modelglyphs documentation built on May 16, 2019, 5:39 p.m.