GLMMakie.jl

Summary Plots for GLM.jl using Makie.

This package implements the equivalent of R's plot.lm function for GLM' LinearModels objects, using Makie Recipes.

Installation

] add https://github.com/irregular-rhomboid/GLMMakie.jl.git

Usage

using GLM
using RDatasets
using CairoMakie
using GLMMakie

data = dataset("datasets", "trees")

@time l = lm(@formula(Height ~ Girth + Volume), data)

# the main plot function displays a figure with four summary plots
lmplot(l; size = (700,500))

Functions for the individual plots are available, though because of the way Makie recipes work, they do not have labels or annotations.

residualplot(l)
qqplot(l)
scalelocationplot(l)
residualsleverageplot(l)
cooksleverageplot(l)