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julia's Introduction

This is a repository designed to introduce basic Julia applications for econometrics. The folders included are as follows:

  • dataframes: Basic introduction to Julia's dataframes capabilities
  • DDC: An attempt at solving a dynamic discrete choice model
  • JuMP: Various applications of Julia's JuMP package (which is a modelling language that interfaces with a variety of industry-grade optimizers). Subfolders are as follows:
    • mlogit: classic multinomial logit with alternative-specific parameters, estimated with and without constraints
    • normal: maximum likelihood estimation of the classical normal linear model
    • xtlogit: a (currently unsuccessful) attempt at a binary logit with random effects
    • xtlogitNoHet: binary logit with no random effects
    • xtlogitSimple: another attempt at a binary logit with random effects
  • loopVsMatmul: a speed test for matrix multiplication in loop versus vectorized form
  • mlogit: Vestigial version of JuMP/mlogit/, before I discovered JuMP
  • ols: basic OLS in Julia
  • save: simple example for reading .mat (Matlab) files into Julia and saving Julia objects into .mat files

julia's People

Contributors

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Stargazers

Jianqi Huang avatar Gastón P. Fernández  avatar Jintao Sun avatar Jordan C Holbrook avatar Aerfate (Arfat)  avatar Florian Forsthuber avatar Md Moshi Ul Alam avatar Regi Kusumaatmadja avatar Nat Henry avatar Thomas Martins avatar  avatar B. Ogan Mancarcı avatar Steven V. Miller avatar Philip Waggoner avatar  avatar Tl Yim avatar Rob Donnelly avatar Heping Song avatar Oort Cloud avatar Zichen avatar

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