VariableExplore: Variable Exploration

In mattmills49/modeler: Exploratory Data Analysis and Modeling Helper Functions

Description

This function produces a histogram of the independent variable, summary statics, missing data information, and estimates of the trend between it and the dependent variable.

Usage

VariableExplore(x, y, var_name, plot_save = F, fname = "none")

Arguments

x	independent variable, must be a vector. If x is a factor it will be converted to a character vector
y	dependent variable, must be a vector and can't contain missing values
var_name	The name of the dependent variable
plot_save	logical indicating if plot should be saved, default is FALSE
fname	the name of the file to save the pdf output

Value

A list containing a plot showing all the info as well as the information that makes it up

Examples

VariableExplore(1:100, sample(c(0, 1), 100, replace = T))

mattmills49/modeler documentation built on May 21, 2019, 1:25 p.m.