MBSTS Models for Causal Inference and Forecasting


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Documentation for package ‘CausalMBSTS’ version 0.1.0

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as.mbsts Definition and estimation of a Multivariate Bayesian Structural Time Series model (MBSTS)
CausalMBSTS Causal effect estimation in a multivariate setting
plot.CausalMBSTS Plotting function for object of class CausalMBSTS
predict.mbsts Predictions for a given multivariate Bayesian structural time series model
print.summary.CausalMBSTS Format and print the estimated causal effect(s), credible interval(s), and Bayesian p-value(s) into a clear output.
summary.CausalMBSTS Summary of causal effect estimation results obtained with 'CausalMBSTS'