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Tools

  • Agent-based mixed logit model [GitHub]
    • Provide nonparametric estimation for a mixed logit model
    • Handle individual-level choice data
    • Suitable for large-scale datasets
  • GLAM logit model [GitHub]
    • Provide nonparametric estimation for a mixed logit model
    • Handle market-level choice data
    • Suitable for large-scale datasets
  • Decision support tool for mobility service region design [GitHub]
    • Service region optimization
    • Four alternative objectives: maximizing revenue, maximizing consumer surplus, minimizing service disparity, minimizing service insufficiency