My assignments and R projects for the CS112 course. Topics covered include Predictive and Causal Inference, Genetic and P-score Matching, Synthetic Control.
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Updated
Feb 19, 2021 - R
My assignments and R projects for the CS112 course. Topics covered include Predictive and Causal Inference, Genetic and P-score Matching, Synthetic Control.
Tutorials for the synthetic control method for causal inference using PyMC
Prevalence of Cannabis Use Disorder Post Legalization – Uruguay Case Study (Synthetic Control Method)
julia implementation of Synthetic Control estimation
Code for disasters projects, regressions and synthetic controls
Using simulated data to understand synthetic control
A PyTorch implementation of the "robust" synthetic control model
Test code for disaggregated synthetic control with simulated data
SynthX: A Python Library for Advanced Synthetic Control Analysis
Using the Synthetic Control method to effectively demonstrate the impact of Elon Musk purchasing Twitter on overall sentiment towards the company and on Twitter's stock price.
data repository for publicly available code and data of "Low-intensity fires mitigate the risk of catastrophic wildfires in California's forests"
A replication of the paper "Democratization and Economic Output in Sub-Saharan Africa".
A tool to run a pool of synthetic controls, conduct inference, and produce visualizations.
This repository implements synthetic control methodology to estime the effect of active escape clauses on debt.
Comparative Case Studies using The Synthetic Control Method
Replication code for "State-Building through Public Land Disposal? An Application of Matrix Completion for Counterfactual Prediction"
Replication code for "RNN-based counterfactual prediction, with an application to homestead policy and public schooling"
The ongoing pandemic of coronavirus disease 2019-2020 (COVID-19) is caused by Severe Acute Respiratory Syndrome Coronavirus 2 (SARS-CoV-2). This pathogenic virus is able to spread asymptotically during its incubation stage through a vulnerable population. Given the state of healthcare, policymakers were urged to contain the spread of infection, …
Source code to replicate the results of our article published in Revista de Historia Económica: Another case of the middle-income trap: Chile, 1900-1939
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