FRB

Fast and Robust Bootstrap

CRAN Package

Perform robust inference based on applying Fast and Robust Bootstrap on robust estimators (Van Aelst and Willems (2013) <doi:10.18637/jss.v053.i03>). This method constitutes an alternative to ordinary bootstrap or asymptotic inference procedures when using robust estimators such as S-, MM- or GS-estimators. The available methods are multivariate regression, principal component analysis and one-sample and two-sample Hotelling tests. It provides both the robust point estimates and uncertainty measures based on the fast and robust bootstrap.


Documentation


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Insights

Last 30 days

This package has been downloaded 240 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 18 times.

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0 downloadsFeb 9, 2025
0 downloadsFeb 10, 2025
0 downloadsFeb 11, 2025
0 downloadsFeb 12, 2025
0 downloadsFeb 13, 2025
3 downloadsFeb 14, 2025
7 downloadsFeb 15, 2025
9 downloadsFeb 16, 2025
8 downloadsFeb 17, 2025
11 downloadsFeb 18, 2025
10 downloadsFeb 19, 2025
15 downloadsFeb 20, 2025
22 downloadsFeb 21, 2025
5 downloadsFeb 22, 2025
4 downloadsFeb 23, 2025
8 downloadsFeb 24, 2025
8 downloadsFeb 25, 2025
10 downloadsFeb 26, 2025
3 downloadsFeb 27, 2025
8 downloadsFeb 28, 2025
6 downloadsMar 1, 2025
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3 downloadsMar 3, 2025
14 downloadsMar 4, 2025
15 downloadsMar 5, 2025
11 downloadsMar 6, 2025
4 downloadsMar 7, 2025
1 downloadsMar 8, 2025
3 downloadsMar 9, 2025
4 downloadsMar 10, 2025
7 downloadsMar 11, 2025
9 downloadsMar 12, 2025
4 downloadsMar 13, 2025
3 downloadsMar 14, 2025
18 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 1,512 times in the last 365 days. Now we’re talking! This work is officially 'heard of in academic circles', just like those wild research papers on synthetic bananas. The day with the most downloads was Oct 11, 2024 with 30 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

  • Imports2 packages
  • Suggests1 package