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 573 times in the last 30 days. More downloads than an obscure whitepaper, but not enough to bring down any servers. A solid effort! The following heatmap shows the distribution of downloads per day. Yesterday, it was downloaded 3 times.

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0 downloadsFeb 9, 2025
0 downloadsFeb 10, 2025
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12 downloadsFeb 13, 2025
44 downloadsFeb 14, 2025
6 downloadsFeb 15, 2025
10 downloadsFeb 16, 2025
47 downloadsFeb 17, 2025
16 downloadsFeb 18, 2025
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53 downloadsFeb 20, 2025
8 downloadsFeb 21, 2025
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44 downloadsFeb 23, 2025
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43 downloadsFeb 26, 2025
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4 downloadsFeb 28, 2025
49 downloadsMar 1, 2025
5 downloadsMar 2, 2025
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42 downloadsMar 8, 2025
2 downloadsMar 9, 2025
6 downloadsMar 10, 2025
11 downloadsMar 11, 2025
9 downloadsMar 12, 2025
41 downloadsMar 13, 2025
3 downloadsMar 14, 2025
0 downloadsMar 15, 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 5,754 times in the last 365 days. Impressive! The kind of number that makes colleagues ask, 'How did you do 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