causalBatch

Causal Batch Effects

CRAN Package

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.


Documentation


Team


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.

Sun
Mon
Tue
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Sat
0 downloadsMar 9, 2025
0 downloadsMar 10, 2025
0 downloadsMar 11, 2025
0 downloadsMar 12, 2025
0 downloadsMar 13, 2025
4 downloadsMar 14, 2025
12 downloadsMar 15, 2025
4 downloadsMar 16, 2025
8 downloadsMar 17, 2025
4 downloadsMar 18, 2025
11 downloadsMar 19, 2025
13 downloadsMar 20, 2025
14 downloadsMar 21, 2025
6 downloadsMar 22, 2025
11 downloadsMar 23, 2025
4 downloadsMar 24, 2025
3 downloadsMar 25, 2025
7 downloadsMar 26, 2025
8 downloadsMar 27, 2025
8 downloadsMar 28, 2025
7 downloadsMar 29, 2025
6 downloadsMar 30, 2025
4 downloadsMar 31, 2025
10 downloadsApr 1, 2025
5 downloadsApr 2, 2025
18 downloadsApr 3, 2025
5 downloadsApr 4, 2025
7 downloadsApr 5, 2025
10 downloadsApr 6, 2025
12 downloadsApr 7, 2025
4 downloadsApr 8, 2025
5 downloadsApr 9, 2025
5 downloadsApr 10, 2025
10 downloadsApr 11, 2025
20 downloadsApr 12, 2025
3
20

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