RobustANOVA

Robust One-Way ANOVA Tests under Heteroscedasticity and Nonnormality

CRAN Package

Robust tests (RW, RPB and RGF) are provided for testing the equality of several long-tailed symmetric (LTS) means when the variances are unknown and arbitrary. RW, RPB and RGF tests are robust versions of Welch's F test proposed by Welch (1951) doi:10.2307/2332579, parametric bootstrap test proposed by Krishnamoorthy et. al (2007) doi:10.1016/j.csda.2006.09.039; and generalized F test proposed by Weerahandi (1995) doi:10.2307/2532947;, respectively. These tests are based on the modified maximum likelihood (MML) estimators proposed by Tiku(1967, 1968) doi:10.2307/2333859, doi:10.1080/01621459.1968.11009228.


Team


Insights

Last 30 days

This package has been downloaded 181 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 8 times.

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0 downloadsMar 2, 2025
0 downloadsMar 3, 2025
12 downloadsMar 4, 2025
9 downloadsMar 5, 2025
4 downloadsMar 6, 2025
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4 downloadsMar 8, 2025
3 downloadsMar 9, 2025
3 downloadsMar 10, 2025
10 downloadsMar 11, 2025
6 downloadsMar 12, 2025
6 downloadsMar 13, 2025
4 downloadsMar 14, 2025
9 downloadsMar 15, 2025
3 downloadsMar 16, 2025
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6 downloadsMar 19, 2025
8 downloadsMar 20, 2025
9 downloadsMar 21, 2025
5 downloadsMar 22, 2025
2 downloadsMar 23, 2025
9 downloadsMar 24, 2025
4 downloadsMar 25, 2025
11 downloadsMar 26, 2025
5 downloadsMar 27, 2025
10 downloadsMar 28, 2025
1 downloadsMar 29, 2025
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3 downloadsMar 31, 2025
7 downloadsApr 1, 2025
8 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 2,482 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 Aug 21, 2024 with 32 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

  • Imports2 packages