fsdaR

Robust Data Analysis Through Monitoring and Dynamic Visualization

CRAN Package

Provides interface to the 'MATLAB' toolbox 'Flexible Statistical Data Analysis (FSDA)' which is comprehensive and computationally efficient software package for robust statistics in regression, multivariate and categorical data analysis. The current R version implements tools for regression: (forward search, S- and MM-estimation, least trimmed squares (LTS) and least median of squares (LMS)), for multivariate analysis (forward search, S- and MM-estimation), for cluster analysis and cluster-wise regression. The distinctive feature of our package is the possibility of monitoring the statistics of interest as a function of breakdown point, efficiency or subset size, depending on the estimator. This is accompanied by a rich set of graphical features, such as dynamic brushing, linking, particularly useful for exploratory data analysis.


Documentation


Team


Insights

Last 30 days

This package has been downloaded 250 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 9 times.

Sun
Mon
Tue
Wed
Thu
Fri
Sat
0 downloadsMar 2, 2025
0 downloadsMar 3, 2025
12 downloadsMar 4, 2025
24 downloadsMar 5, 2025
3 downloadsMar 6, 2025
5 downloadsMar 7, 2025
6 downloadsMar 8, 2025
3 downloadsMar 9, 2025
3 downloadsMar 10, 2025
7 downloadsMar 11, 2025
17 downloadsMar 12, 2025
11 downloadsMar 13, 2025
8 downloadsMar 14, 2025
25 downloadsMar 15, 2025
2 downloadsMar 16, 2025
5 downloadsMar 17, 2025
8 downloadsMar 18, 2025
3 downloadsMar 19, 2025
15 downloadsMar 20, 2025
6 downloadsMar 21, 2025
7 downloadsMar 22, 2025
7 downloadsMar 23, 2025
7 downloadsMar 24, 2025
3 downloadsMar 25, 2025
3 downloadsMar 26, 2025
5 downloadsMar 27, 2025
26 downloadsMar 28, 2025
3 downloadsMar 29, 2025
6 downloadsMar 30, 2025
2 downloadsMar 31, 2025
9 downloadsApr 1, 2025
9 downloadsApr 2, 2025
0 downloadsApr 3, 2025
0 downloadsApr 4, 2025
0 downloadsApr 5, 2025
2
26

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 3,729 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 Sep 11, 2024 with 43 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
  • Suggests3 packages