CRAN/E | SPORTSCausal

SPORTSCausal

Spillover Time Series Causal Inference

Installation

About

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) doi:10.1214/14-AOAS788.

Key Metrics

Version 1.0
R ≥ 3.5.0
Published 2021-03-30 1129 days ago
Needs compilation? no
License GPL-2
CRAN checks SPORTSCausal results

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Maintainer

Maintainer

Feiyu Yue

yuefyopals@gmail.com

Authors

Zihao Zheng
Feiyu Yue

Material

Reference manual
Package source

In Views

CausalInference

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Depends

R ≥ 3.5.0

Imports

CausalImpact
keras
stats
graphics
grDevices