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., instrumental variables, propensity score matching, and treatment effects). Familiarity with one or more statistical software packages (e.g., R, Stata, Python) for data analysis. Research Aptitude: Demonstrated
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planning. Coursework or research experience in road safety, traffic modelling, or transportation planning. Proficiency in working with open data sources for traffic and transit operations using R, Python
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’ experience with R, Python, or Stata (R preferred) Admitted UW-Milwaukee Graduate Student Preferred Qualifications ArcGIS and geospatial data Machine learning methods Familiarity with the US education system
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