Code & Data

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Regressions

Code: Bulk regressions

December 18, 2020

Looping regressions and displaying results in a comprehensive html file.

Code: Post-estimation predictions with FD and FE regressions in R

March 22, 2020

Post-estimation predictions with panel data. Building alternative outcomes with different policy scenarios.

Code: First difference estimation in R: lfe vs. plm package

March 20, 2020

Introduction to FD estimation in R contrasting the lfe packages and plm package

Code: Group clustering with panel estimations

March 20, 2020

Clustering

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Nightlight

Code: Nightlight statistics for spatial units

March 23, 2020

This is an easy and fast way to process DMSP-OLS nightlight data and to build your statistics, such as mean, min, max, or other.

Code: Nightlight (DMSP-OLS) download and preparation

March 23, 2020

Download and pre-processing of nightlight data DMSP-OLS versions (1992-2013).

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Fun with maps

Code: Flexible spatial lag metrics with raster data in R

March 23, 2020

A flexible way to create spatial lag values with raster data.

Code: Create a map of connecting locations

March 23, 2020

Connecting cities I lived in.

Code: Google Tracking meets leaflet heatmap

March 22, 2020

Building a heatmap using data gathered by Google GPS tracking.