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.
Test code for disaggregated synthetic control with simulated data
data repository for publicly available code and data of "Low-intensity fires mitigate the risk of catastrophic wildfires in California's forests"
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"
This tutorial presents the analysis of the 5th chapter of my master thesis - "The Effect of Conditional Cash Transfer Policies on Crime: Evidence from a Synthetic Controls Framework" - Felipe Santos-Marquez
Prediction and inference procedures for synthetic control methods with multiple treated units and staggered adoption.
Factor-Based Imputation for Missing Data
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