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GeoLift is an end-to-end geo-experimental methodology based on Synthetic Control Methods used to measure the true incremental effect (Lift) of ad campaign.

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Important: GeoLift has moved!

The GeoLift package has moved to facebookincubator/GeoLift. Please refer to this new location to access the most up-to-date version of the GeoLift code.

GeoLift

Project Status: Moved to https://github.com/facebookincubator/GeoLift – The project has been moved to a new location, and the version at that location should be considered authoritative. to facebookincubator/GeoLift

License: MIT

Overview

GeoLift is an end-to-end solution to measure Lift at a Geo-level using the latest developments in Synthetic Control Methods. Through this package it is possible to do a data-driven market selection for a geo-test using a variety of Power Calculators. Moreover, GeoLift features easy-to-use inference and plotting functionalities to analyze the results of a test.

Check out the vignette for a more detailed description of the main functionalities of the package:

Requirements

GeoLift requires or works with:

  • R version 4.0.0 or newer.

Installing GeoLift

To install the package, first make sure that devtools and augsynth are installed.

install.packages("devtools", repos='http://cran.us.r-project.org')
devtools::install_github("ebenmichael/augsynth")

Then, install the package from GitHub:

devtools::install_github("facebookincubator/GeoLift")

Contacts

Join the GeoLift community

License

GeoLift is MIT licensed, as found in the LICENSE file.

About

GeoLift is an end-to-end geo-experimental methodology based on Synthetic Control Methods used to measure the true incremental effect (Lift) of ad campaign.

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