copula

Multivariate Dependence with Copulas

CRAN Package

Classes (S4) of commonly used elliptical, Archimedean, extreme-value and other copula families, as well as their rotations, mixtures and asymmetrizations. Nested Archimedean copulas, related tools and special functions. Methods for density, distribution, random number generation, bivariate dependence measures, Rosenblatt transform, Kendall distribution function, perspective and contour plots. Fitting of copula models with potentially partly fixed parameters, including standard errors. Serial independence tests, copula specification tests (independence, exchangeability, radial symmetry, extreme-value dependence, goodness-of-fit) and model selection based on cross-validation. Empirical copula, smoothed versions, and non-parametric estimators of the Pickands dependence function.


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Insights

Last 30 days

This package has been downloaded 12,877 times in the last 30 days. The downloads are officially high enough to crash an underfunded departmental server. Quite an accomplishment! The following heatmap shows the distribution of downloads per day. Yesterday, it was downloaded 541 times.

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0 downloadsMar 2, 2025
0 downloadsMar 3, 2025
407 downloadsMar 4, 2025
556 downloadsMar 5, 2025
743 downloadsMar 6, 2025
389 downloadsMar 7, 2025
253 downloadsMar 8, 2025
245 downloadsMar 9, 2025
448 downloadsMar 10, 2025
398 downloadsMar 11, 2025
400 downloadsMar 12, 2025
446 downloadsMar 13, 2025
268 downloadsMar 14, 2025
373 downloadsMar 15, 2025
260 downloadsMar 16, 2025
431 downloadsMar 17, 2025
759 downloadsMar 18, 2025
695 downloadsMar 19, 2025
595 downloadsMar 20, 2025
399 downloadsMar 21, 2025
241 downloadsMar 22, 2025
276 downloadsMar 23, 2025
571 downloadsMar 24, 2025
468 downloadsMar 25, 2025
418 downloadsMar 26, 2025
323 downloadsMar 27, 2025
549 downloadsMar 28, 2025
212 downloadsMar 29, 2025
287 downloadsMar 30, 2025
420 downloadsMar 31, 2025
506 downloadsApr 1, 2025
541 downloadsApr 2, 2025
0 downloadsApr 3, 2025
0 downloadsApr 4, 2025
0 downloadsApr 5, 2025
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759

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 115,765 times in the last 365 days. Practically an academic rockstar! That's enough downloads to cause murmurs at international conferences. The day with the most downloads was May 01, 2024 with 838 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

  • Imports10 packages
  • Enhances2 packages
  • Suggests26 packages
  • Reverse Depends14 packages
  • Reverse Imports50 packages
  • Reverse Suggests21 packages
  • Reverse Enhances1 package