MEDseq

Mixtures of Exponential-Distance Models with Covariates

CRAN Package

Implements a model-based clustering method for categorical life-course sequences relying on mixtures of exponential-distance models introduced by Murphy et al. (2021) doi:10.1111/rssa.12712. A range of flexible precision parameter settings corresponding to weighted generalisations of the Hamming distance metric are considered, along with the potential inclusion of a noise component. Gating covariates can be supplied in order to relate sequences to baseline characteristics and sampling weights are also accommodated. The models are fitted using the EM algorithm and tools for visualising the results are also provided.


Documentation


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Insights

Last 30 days

This package has been downloaded 417 times in the last 30 days. Enough downloads to make a small wave in the niche community. The curiosity is spreading! The following heatmap shows the distribution of downloads per day. Yesterday, it was downloaded 43 times.

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0 downloadsFeb 9, 2025
0 downloadsFeb 10, 2025
0 downloadsFeb 11, 2025
32 downloadsFeb 12, 2025
21 downloadsFeb 13, 2025
18 downloadsFeb 14, 2025
22 downloadsFeb 15, 2025
5 downloadsFeb 16, 2025
19 downloadsFeb 17, 2025
4 downloadsFeb 18, 2025
19 downloadsFeb 19, 2025
32 downloadsFeb 20, 2025
12 downloadsFeb 21, 2025
3 downloadsFeb 22, 2025
7 downloadsFeb 23, 2025
6 downloadsFeb 24, 2025
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27 downloadsFeb 26, 2025
3 downloadsFeb 27, 2025
2 downloadsFeb 28, 2025
24 downloadsMar 1, 2025
3 downloadsMar 2, 2025
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10 downloadsMar 4, 2025
27 downloadsMar 5, 2025
3 downloadsMar 6, 2025
3 downloadsMar 7, 2025
5 downloadsMar 8, 2025
1 downloadsMar 9, 2025
15 downloadsMar 10, 2025
23 downloadsMar 11, 2025
15 downloadsMar 12, 2025
43 downloadsMar 13, 2025
0 downloadsMar 14, 2025
0 downloadsMar 15, 2025
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43

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 3,902 times in the last 365 days. Consider this 'mid-tier influencer' status—if it were a TikTok, it would get a nod from nieces and nephews. The day with the most downloads was Jul 24, 2024 with 50 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

  • Imports7 packages
  • Suggests3 packages