README.md

In facebookincubator/GeoLift: Synthetic Control Method to Calculate Lift at a Geo Level

GeoLift

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: - GeoLift Walkthrough - GeoLift Multi-Cell Walkthrough - Incorporating Commuting Zones

Requirements

GeoLift requires or works with: - R version 4.0.0 or newer.

Installing GeoLift

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

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

Then, install the package from GitHub:

remotes::install_github("facebookincubator/GeoLift")

To use Commuting Zones in GeoLift, please check the guide here

Contacts

• [e-mail], Arturo Esquerra, creator.
• [e-mail], Nicolas Cruces
• [e-mail], Kanishka Panchal, Meta Marketing Science Partner
• [e-mail], Michael Khalil, Meta Marketing Science Partner
• [e-mail], Jussan Nascimento, Meta Marketing Science Partner

Join the GeoLift community

• Facebook page

License

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

facebookincubator/GeoLift documentation built on May 31, 2024, 10:09 a.m.