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) .


Reference manual

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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