confintROB

Confidence Intervals for Robust and Classical Linear Mixed Model Estimators

CRAN Package

The main function calculates confidence intervals (CI) for Mixed Models, utilizing both classical estimators from the lmer() function in the 'lme4' package and robust estimators from the rlmer() function in the 'robustlmm' package, as well as the varComprob() function in the 'robustvarComp' package. Three methods are available: the classical Wald method, the wild bootstrap, and the parametric bootstrap. Bootstrap methods offer flexibility in obtaining lower and upper bounds through percentile or BCa methods. More details are given in Mason, F., Cantoni, E., & Ghisletta, P. (2021) doi:10.5964/meth.6607 and Mason, F., Cantoni, E., & Ghisletta, P. (2024) doi:10.1037/met0000643.


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Insights

Last 30 days

This package has been downloaded 482 times in the last 30 days. More than a random curiosity, but not quite a blockbuster. Still, it's gaining traction! The following heatmap shows the distribution of downloads per day. Yesterday, it was downloaded 5 times.

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0 downloadsMar 2, 2025
0 downloadsMar 3, 2025
51 downloadsMar 4, 2025
8 downloadsMar 5, 2025
5 downloadsMar 6, 2025
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42 downloadsMar 8, 2025
2 downloadsMar 9, 2025
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50 downloadsMar 24, 2025
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47 downloadsMar 28, 2025
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51 downloadsApr 1, 2025
5 downloadsApr 2, 2025
0 downloadsApr 3, 2025
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0 downloadsApr 5, 2025
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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 6,030 times in the last 365 days. That's a lot of interest! Someone might even write a blog post about it. The day with the most downloads was Sep 11, 2024 with 55 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

  • Imports5 packages
  • Suggests6 packages