SemiParametricAssignments

Code written for three assignments for the course semi-parametric inference

Running experiments and getting output

To run the experiments and applied study you run the following in your terminal

julia appliedTest.jl

This produces a latex file latexApplied.tex containing a table with results in latex format as well as printouts of the estimates and confidence intervals.

julia simstudy3.jl

This produces a latex file latexSimstudy.tex containing a table with results in latex format as well as printouts of the study.

Required packages in Julia

• Distributions
• DataFrames
• DataFramesMeta
• GLM
• Statistics
• Plots
• Term
• StatsPlots
• QuadGK
• NLsolve
• LaTeXStrings
• ForwardDiff
• PrettyTables

Required packages in R

• gt
• magrittr
• tibble
• tidyr
• dplyr
• reshape2

Remark

These scripts run on Julia version 1.7.3.
No further work done to ensure reproducibility.