pomp

Statistical Inference for Partially Observed Markov Processes

CRAN Package

Tools for data analysis with partially observed Markov process (POMP) models (also known as stochastic dynamical systems, hidden Markov models, and nonlinear, non-Gaussian, state-space models). The package provides facilities for implementing POMP models, simulating them, and fitting them to time series data by a variety of frequentist and Bayesian methods. It is also a versatile platform for implementation of inference methods for general POMP models.


Documentation


Team


Insights

Last 30 days

This package has been downloaded 2,237 times in the last 30 days. Now we’re talking! This work is officially 'heard of in academic circles', just like those wild research papers on synthetic bananas. The following heatmap shows the distribution of downloads per day. Yesterday, it was downloaded 36 times.

Sun
Mon
Tue
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Sat
0 downloadsMar 2, 2025
0 downloadsMar 3, 2025
86 downloadsMar 4, 2025
260 downloadsMar 5, 2025
33 downloadsMar 6, 2025
12 downloadsMar 7, 2025
76 downloadsMar 8, 2025
19 downloadsMar 9, 2025
22 downloadsMar 10, 2025
69 downloadsMar 11, 2025
81 downloadsMar 12, 2025
82 downloadsMar 13, 2025
31 downloadsMar 14, 2025
271 downloadsMar 15, 2025
15 downloadsMar 16, 2025
61 downloadsMar 17, 2025
58 downloadsMar 18, 2025
30 downloadsMar 19, 2025
48 downloadsMar 20, 2025
50 downloadsMar 21, 2025
34 downloadsMar 22, 2025
73 downloadsMar 23, 2025
190 downloadsMar 24, 2025
35 downloadsMar 25, 2025
26 downloadsMar 26, 2025
42 downloadsMar 27, 2025
324 downloadsMar 28, 2025
13 downloadsMar 29, 2025
19 downloadsMar 30, 2025
33 downloadsMar 31, 2025
108 downloadsApr 1, 2025
36 downloadsApr 2, 2025
0 downloadsApr 3, 2025
0 downloadsApr 4, 2025
0 downloadsApr 5, 2025
12
324

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 30,981 times in the last 365 days. That's enough downloads to make it mildly famous in niche technical communities. A badge of honor! The day with the most downloads was Feb 20, 2025 with 453 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

  • Imports5 packages
  • Suggests6 packages
  • Reverse Depends2 packages
  • Reverse Imports2 packages
  • Reverse Suggests4 packages