Gaussian Process Projection
Checks Stan model for convergence, then runs model on actual data.
Estimates a counterfactual with uncertainty using Gaussian process pro...
Plots results of a (converged) model, with true and projected values.
Runs the model, given the data and treated case (may be a placebo).
Writes Stan code for GPP model
Estimates a counterfactual using Gaussian process projection. It takes a dataframe, creates missingness in the desired outcome variable and estimates counterfactual values based on all information in the dataframe. The package writes Stan code, checks it for convergence and adds artificial noise to prevent overfitting and returns a plot of actual values and estimated counterfactual values using r-base plot.