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Quantile regression allows us to estimate the effect of a set of predictor variables over the entire distribution of the outcome variable or any particular quantile.
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vote
Formulating quantile regression as Linear Programming problem?
I rewrote the above in Julia using JuMP. If you find an error, it is more than appreciated to comment on it :)
using JuMP
# using Ipopt
using HiGHS
using LinearAlgebra
using CSV, DataFrames
dataset = …