Introduction

Coefplots.jl is a Julia package that creates publication quality visualization for regressions. It aims to make available in Julia part of the functionalities of the Stata command coefplot. Coefplots.jl is built on PGFPlotsX.jl, which bridges the backend, LaTeX library pgf, and Julia interface. The figures produced with Coefplots can be previewed in notebooks and IDE's, like julia-vscode and Atom-Juno, thanks to PGFPlotsX.jl.

Coefplots.jl can plot results directly from an estimation object (e.g. of type TableRegressionModel in StatsModels.jl, of type RegressionModel in StatsBase.jl, of type FixedEffectModel in FixedEffectModels.jl and so on) or DataFrame objects that contain estimation results. Results from multiple models or data frames can be combined in a single graph. Coefplots.jl draws markers for point estimates and error bars for confidence intervals.

Installation

import Pkg
Pkg.add("Coefplots")

Gallery

In a event study scenario

Presenting multi-dimensional results