Spillover Time Series Causal Inference

A time series causal inference model for Randomized Controlled Trial (RCT) under spillover effect. 'SPORTSCausal' (Spillover Time Series Causal Inference) separates treatment effect and spillover effect from given responses of experiment group and control group by predicting the response without treatment. It reports both effects by fitting the Bayesian Structural Time Series (BSTS) model based on 'CausalImpact', as described in Brodersen et al. (2015) .


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install.packages("SPORTSCausal")

1.0 by Feiyu Yue, 6 months ago


Browse source code at https://github.com/cran/SPORTSCausal


Authors: Zihao Zheng and Feiyu Yue


Documentation:   PDF Manual  


GPL-2 license


Imports CausalImpact, keras, stats, graphics, grDevices


See at CRAN