Published January 8, 2025 | Version 1.3
Software Open

causalBatch: Causal Batch Effects

Creators

  • 1. ROR icon Johns Hopkins University
  • 2. ROR icon Stanford University

Contributors

  • 1. ROR icon Johns Hopkins University
  • 2. ROR icon United States Military Academy

Description

Software for using causal techniques to detect and correct for group/batch effects in high-dimensional scientific data sets, as-described in our manuscripts Bridgeford et al. (2024) <doi:10.1162/imag_a_00458> and Bridgeford et al. (2023) <arXiv:2307.13868>. Also provides a number of useful utilities for generating simulations and balancing covariates across multiple groups/batches of data.

Files

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Additional details

Identifiers

DOI
10.1162/imag_a_00458
URL
https://cran.r-project.org/web/packages/causalBatch/index.html

Related works

Is supplement to
Publication: 10.1162/imag_a_00458 (DOI)
Publication: arXiv:2307.13868 (arXiv)

Dates

Available
2024-01-20
Package made available on CRAN