CRAN/E | CausalImpact

CausalImpact

Inferring Causal Effects using Bayesian Structural Time-Series Models

Installation

About

Implements a Bayesian approach to causal impact estimation in time series, as described in Brodersen et al. (2015) doi:10.1214/14-AOAS788. See the package documentation on GitHub to get started.

Citation CausalImpact citation info
google.github.io/CausalImpact/
Copyright Copyright (C) 2014-2022 Google, Inc.

Key Metrics

Version 1.3.0
Published 2022-11-09 528 days ago
Needs compilation? no
License Apache License 2.0
License File
CRAN checks CausalImpact results

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Maintainer

Maintainer

Alain Hauser

alhauser@google.com

Authors

Kay H. Brodersen
Alain Hauser

Material

README
Reference manual
Package source

In Views

Bayesian
CausalInference

Vignettes

CausalImpact

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

Old Sources

CausalImpact archive

Depends

bsts ≥ 0.9.0

Imports

assertthat ≥ 0.2.0
Boom
ggplot2
zoo

Suggests

covr
knitr
rmarkdown
testthat

Reverse Imports

MarketMatching
SPORTSCausal