causalBatch
Causal Batch Effects
Software which provides numerous functionalities for detecting and removing group-level effects from high-dimensional scientific data which, when combined with additional assumptions, allow for causal conclusions, as-described in our manuscripts Bridgeford et al. (2024) doi:10.1101/2021.09.03.458920 and Bridgeford et al. (2023) doi:10.48550/arXiv.2307.13868. Also provides a number of useful utilities for generating simulations and balancing covariates across multiple groups/batches of data via matching and propensity trimming for more than two groups.
- Version1.3.0
- R versionR (≥ 4.2.0)
- LicenseGPL-3
- Needs compilation?No
- causalBatch citation info
- Last release01/07/2025
Documentation
Team
Eric W. Bridgeford
MaintainerShow author detailsMichael Powell
Show author detailsRolesContributorJoshua T. Vogelstein
Show author detailsRolesContributorBrian Caffo
Show author detailsRolesContributor
Insights
Last 30 days
This package has been downloaded 245 times in the last 30 days. Now we're getting somewhere! Enough downloads to populate a lively group chat. The following heatmap shows the distribution of downloads per day. Yesterday, it was downloaded 20 times.
The following line graph shows the downloads per day. You can hover over the graph to see the exact number of downloads per day.
Last 365 days
This package has been downloaded 2,515 times in the last 365 days. That's enough downloads to impress a room full of undergrads. A commendable achievement indeed. The day with the most downloads was Jan 10, 2025 with 42 downloads.
The following line graph shows the downloads per day. You can hover over the graph to see the exact number of downloads per day.
Data provided by CRAN
Binaries
Dependencies
- Imports5 packages
- Suggests9 packages