Prediction Intervals for Synthetic Control Methods with Multiple Treated Units and Staggered Adoption
Coef Method for Synthetic Control Methods
Coef Method for Synthetic Control Methods
Summary Method for Synthetic Control
Summary Method for Synthetic Control
Print Method for Synthetic Control Methods
Print Method for Synthetic Control Inference
Data Preparation for scest or scpi for Point Estimation and Infere...
Data Preparation for scest or scpi for Point Estimation and Infere...
Prediction of Synthetic Control
scpi: A Package to Compute Synthetic Control Prediction Intervals Wi...
Prediction Intervals for Synthetic Control Methods
Plot Synthetic Control Point Estimates and Prediction Interval
Plot Synthetic Control Point Estimates and Prediction Interval With Mu...
Summary Method for Synthetic Control Prediction
Summary Method for Synthetic Control Prediction
Summary Method for Synthetic Control Prediction
Summary Method for Synthetic Control Inference
Implementation of prediction and inference procedures for Synthetic Control methods using least square, lasso, ridge, or simplex-type constraints. Uncertainty is quantified with prediction intervals as developed in Cattaneo, Feng, and Titiunik (2021) <https://nppackages.github.io/references/Cattaneo-Feng-Titiunik_2021_JASA.pdf> for a single treated unit and in Cattaneo, Feng, Palomba, and Titiunik (2023) <doi:10.48550/arXiv.2210.05026> for multiple treated units and staggered adoption. More details about the software implementation can be found in Cattaneo, Feng, Palomba, and Titiunik (2024) <doi:10.48550/arXiv.2202.05984>.