phenoCDM

Continuous Development Models for Incremental Time-Series Analysis

CRAN Package

Using the Bayesian state-space approach, we developed a continuous development model to quantify dynamic incremental changes in the response variable. While the model was originally developed for daily changes in forest green-up, the model can be used to predict any similar process. The CDM can capture both timing and rate of nonlinear processes. Unlike statics methods, which aggregate variations into a single metric, our dynamic model tracks the changing impacts over time. The CDM accommodates nonlinear responses to variation in predictors, which changes throughout development.


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Insights

Last 30 days

This package has been downloaded 167 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 5 times.

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

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 2,193 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 Jul 21, 2024 with 76 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

  • Imports1 package
  • Suggests2 packages