dynamite

Bayesian Modeling and Causal Inference for Multivariate Longitudinal Data

CRAN Package

Easy-to-use and efficient interface for Bayesian inference of complex panel (time series) data using dynamic multivariate panel models by Helske and Tikka (2024) doi:10.1016/j.alcr.2024.100617. The package supports joint modeling of multiple measurements per individual, time-varying and time-invariant effects, and a wide range of discrete and continuous distributions. Estimation of these dynamic multivariate panel models is carried out via 'Stan'. For an in-depth tutorial of the package, see (Tikka and Helske, 2024) doi:10.48550/arXiv.2302.01607.


Documentation


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Insights

Last 30 days

This package has been downloaded 659 times in the last 30 days. This could be a paper that people cite without reading. Reaching the medium popularity echelon is no small feat! The following heatmap shows the distribution of downloads per day. Yesterday, it was downloaded 55 times.

Sun
Mon
Tue
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0 downloadsMar 2, 2025
7 downloadsMar 3, 2025
51 downloadsMar 4, 2025
29 downloadsMar 5, 2025
8 downloadsMar 6, 2025
7 downloadsMar 7, 2025
48 downloadsMar 8, 2025
4 downloadsMar 9, 2025
4 downloadsMar 10, 2025
19 downloadsMar 11, 2025
23 downloadsMar 12, 2025
46 downloadsMar 13, 2025
7 downloadsMar 14, 2025
33 downloadsMar 15, 2025
4 downloadsMar 16, 2025
35 downloadsMar 17, 2025
30 downloadsMar 18, 2025
12 downloadsMar 19, 2025
19 downloadsMar 20, 2025
13 downloadsMar 21, 2025
13 downloadsMar 22, 2025
13 downloadsMar 23, 2025
58 downloadsMar 24, 2025
14 downloadsMar 25, 2025
9 downloadsMar 26, 2025
6 downloadsMar 27, 2025
70 downloadsMar 28, 2025
3 downloadsMar 29, 2025
13 downloadsMar 30, 2025
6 downloadsMar 31, 2025
55 downloadsApr 1, 2025
0 downloadsApr 2, 2025
0 downloadsApr 3, 2025
0 downloadsApr 4, 2025
0 downloadsApr 5, 2025
3
70

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 6,728 times in the last 365 days. That's a lot of interest! Someone might even write a blog post about it. The day with the most downloads was Feb 20, 2025 with 84 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

  • Imports12 packages
  • Suggests8 packages