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  1. Simulation-of-farmer-technology-adoption Simulation-of-farmer-technology-adoption Public

    Agent-based simulation model of technology adoption by farmers

    R 1

  2. Data-mining Data-mining Public

    Predicting purchase amounts in Black Friday retail sales (Regression tree, Random Forest)

  3. Mediation-analysis-hogs-and-lake-visitation Mediation-analysis-hogs-and-lake-visitation Public

    Estimating impact of hog emissions on lake water quality and outdoor lake recreation (Fixed effects panel regression; Causal mediation analysis; Principal components analysis)

  4. Time-series-regression-Fracking-and-house-prices Time-series-regression-Fracking-and-house-prices Public

    Predicting house price response to new fracking wells (Time series regression, ARIMA, General least squares model)

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  5. Classification Classification Public

    Predicting user type from Capital Bike trip data (K-neighbors classification, machine learning)

  6. Naive-Bayes Naive-Bayes Public

    Predicting income over $50,000 from census data using Naive Bayes algorithm