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syedmfuad/README.md

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  1. agri_grid_dataagri_grid_dataPublic

    Harmonize heterogenous spatiotemporal gridded agriculture-related datasets. Part of a larger ongoing project to monitor land and water use by combining irrigation and gridded data via remote sensin…

    R

  2. causal_mlcausal_mlPublic

    Comparing effectiveness of the most common causal machine learning methods across various treatment effect, model complexities, data dimensions and sample sizes.

    R

  3. gin_trash_optimizationgin_trash_optimizationPublic

    Optimization problem to combust cotton gin waste to profitably produce electricity and ammonia. Uses hourly electricity prices over 12-years and iterates over 10,000 simulation years.

    R

  4. food_store_location_predfood_store_location_predPublic

    Codes for food store presence, density and popularity predictor. Merges census tract-level demographic data from ACS, neighborhood amenities from heterogenous sources, and Point of Interest (POI) d…

    R 1

  5. geospatial_miscgeospatial_miscPublic

    Miscellaneous codes for harmonizing agricultural output and other agri-related data raster files and shapefiles. Extracts from raster files the grid-cell data by shapefile boundary.

    R

  6. fmmfmmPublic

    R, Julia and Python implementation of the two submarket fully endogenized finite mixture model used in forthcoming articles by Fuad and Farmer (202-) and Fuad, Farmer, and Abidemi (202-).

    R 2