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Advanced Business Analytics

Our task was to implement different types of discrete choice models on a new scientific R package "Apollo" (https://cran.r-project.org/web/packages/apollo/index.html) and compare it with mlogit package (https://cran.r-project.org/web/packages/mlogit/index.html) using exercises from "Kenneth Train's exercises using the mlogit package for R" paper ( https://mran.microsoft.com/snapshot/2017-02-04/web/packages/mlogit/vignettes/Exercises.pdf). The following files correspond to specific exercises:

  • MMNL_ex1.R - exercise № 1, page 2
  • MMNL_ex4.R - exercise № 4, page 5
  • MNLapollo_ex6.R - exercise № 6, page 9
  • MNLapollo_ex7.R - exercise № 7, page 10
  • NLogit_ex1.R - exercise №1, page 12

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