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SPORTSCausal (version 1.0)

Spillover Time Series Causal Inference

Description

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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Version

Install

install.packages('SPORTSCausal')

Monthly Downloads

187

Version

1.0

License

GPL-2

Maintainer

Feiyu Yue

Last Published

March 30th, 2021

Functions in SPORTSCausal (1.0)

ad_cost

Advertising cost: a real experimental data under spillover effect
SPORTSCausal-package

SPORTSCausal
sportscausal

Time series causal inference of Randomized Controlled Trial (RCT) under spillover effect