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agent-based-labour-market-dissertation

This project inlcudes an agent-based labour market model coded in NetLogo that is used to investigate the effects of the internet on the job market. The R package nlrx was used to link NetLogo to R. The project was submitted as my undergraduate dissertation project at the University of Warwick. See final report to understand the math and the result.

Contents

  1. In the model folder is the NetLogo code that runs the model.
  2. In the calibration folder is the R code for a genetic algorithm that calibrates the parameters of the model.
  3. In the simulation folder is the R code for the monte carlo simulations of the model, which should be run with the calibrated parameters.
  4. In the analysis folder is the R code to analyse the data (also in the folder) and to generate the graphs seen in the final report.

Screenshot 2021-02-13 at 15 43 35

results unem dur 1

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Includes all the code for simulating an artificial labour market in NetLogo with additional code in R for calibration and analysis.

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