Kezdi.jl

An umbrella of Julia packages for data analysis, with a focus on economics.

To install,

using Pkg
Pkg.add(url="https://github.com/codedthinking/Kezdi.jl.git")

Uses Tidier, CSV, Chain, DataFrameMacros, DataFrames, Distributions, FixedEffectModels, LinearAlgebra, StatFiles, Statistics.

Exports all names defined in the packages.

Example

using Kezdi
using RDatasets

movies = dataset("ggplot2", "movies")

@chain movies begin
    @drop_if ismissing(Budget) || Budget == 0
    @generate ln_budget = log(Budget)
    @generate above_7 = Rating > 7.0
    @regress ln_budget above_7 fe(Year)
end

# output

terms = StatsModels.terms
                            FixedEffectModel                            
========================================================================
Number of obs:                 5181  Converged:                     true
dof (model):                      1  dof (residuals):               5087
R²:                           0.164  R² adjusted:                  0.149
F-statistic:                65.0919  P-value:                      0.000
R² within:                    0.013  Iterations:                       1
========================================================================
          Estimate  Std. Error    t-stat  Pr(>|t|)  Lower 95%  Upper 95%
────────────────────────────────────────────────────────────────────────
above_7  -0.653116   0.0809519  -8.06795    <1e-15  -0.811817  -0.494416
========================================================================

Naming

Kezdi.jl is named in loving memory of Gábor Kézdi.