betaMC

Monte Carlo for Regression Effect Sizes

CRAN Package

Generates Monte Carlo confidence intervals for standardized regression coefficients (beta) and other effect sizes, including multiple correlation, semipartial correlations, improvement in R-squared, squared partial correlations, and differences in standardized regression coefficients, for models fitted by lm(). 'betaMC' combines ideas from Monte Carlo confidence intervals for the indirect effect (Pesigan and Cheung, 2023 https://doi.org/10.3758/s13428-023-02114-4) and the sampling covariance matrix of regression coefficients (Dudgeon, 2017 https://doi.org/10.1007/s11336-017-9563-z) to generate confidence intervals effect sizes in regression.


Documentation


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Insights

Last 30 days

This package has been downloaded 364 times in the last 30 days. Enough downloads to make a small wave in the niche community. The curiosity is spreading! The following heatmap shows the distribution of downloads per day. Yesterday, it was downloaded 13 times.

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0 downloadsFeb 9, 2025
0 downloadsFeb 10, 2025
16 downloadsFeb 11, 2025
20 downloadsFeb 12, 2025
12 downloadsFeb 13, 2025
20 downloadsFeb 14, 2025
8 downloadsFeb 15, 2025
10 downloadsFeb 16, 2025
14 downloadsFeb 17, 2025
8 downloadsFeb 18, 2025
14 downloadsFeb 19, 2025
27 downloadsFeb 20, 2025
15 downloadsFeb 21, 2025
5 downloadsFeb 22, 2025
12 downloadsFeb 23, 2025
10 downloadsFeb 24, 2025
9 downloadsFeb 25, 2025
20 downloadsFeb 26, 2025
15 downloadsFeb 27, 2025
5 downloadsFeb 28, 2025
11 downloadsMar 1, 2025
8 downloadsMar 2, 2025
7 downloadsMar 3, 2025
19 downloadsMar 4, 2025
19 downloadsMar 5, 2025
3 downloadsMar 6, 2025
9 downloadsMar 7, 2025
11 downloadsMar 8, 2025
4 downloadsMar 9, 2025
7 downloadsMar 10, 2025
13 downloadsMar 11, 2025
13 downloadsMar 12, 2025
0 downloadsMar 13, 2025
0 downloadsMar 14, 2025
0 downloadsMar 15, 2025
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27

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 3,996 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 Apr 17, 2024 with 72 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


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Dependencies

  • Suggests6 packages