Nothing
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.
Getting started
Browse package contents
Package details |
|
|---|---|
| Author | Eric W. Bridgeford [aut, cre], Michael Powell [ctb], Brian Caffo [ctb], Joshua T. Vogelstein [ctb] |
| Maintainer | Eric W. Bridgeford <ericwb95@gmail.com> |
| License | GPL-3 |
| Version | 1.3.0 |
| URL | https://github.com/neurodata/causal_batch |
| Package repository | View on CRAN |
| Installation |
Install the latest version of this package by entering the following in R:
|
Try the causalBatch package in your browser
Any scripts or data that you put into this service are public.
