bpCausal serves as a Bayesian alternative to the synthetic control method for comparative case studies and provides interpretable uncertainty estimates.
Software Method Archives:
fect: Fixed Effect Counterfactual Estimators
Counterfactual estimators for panel data with binary treatments address the weighting problem of fixed effects models and can potentally relax strict exogeneity.
tjbal: Trajectory Balancing
Using panel data with binary treatments, trajectory balancing draws causal inference by balancing on kernelized features from pretreatment periods.
gsynth: Generalized Synthetic Control Method
gsynth implements the generalized synthetic control method, an imputation-based causal inference method for panel data with binary treatments following staggered adoption.
panelView: Visualizing Panel Data
panelview visualizes the treatment and missing-value status of observations in a panel dataset and plots variables of interest in a time-series fashion.