CDGHMM

Hidden Markov Models for Multivariate Panel Data

CRAN Package

Estimates hidden Markov models from the family of Cholesky-decomposed Gaussian hidden Markov models (CDGHMM) under various missingness schemes. This family improves upon estimation of traditional Gaussian HMMs by introducing parsimony, as well as, controlling for dropped out observations and non-random missingness. See Neal, Sochaniwsky and McNicholas (2024) doi:10.1007/s11222-024-10462-0.


Team


Insights

Last 30 days

This package has been downloaded 471 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 8 times.

Sun
Mon
Tue
Wed
Thu
Fri
Sat
0 downloadsMar 2, 2025
0 downloadsMar 3, 2025
48 downloadsMar 4, 2025
9 downloadsMar 5, 2025
3 downloadsMar 6, 2025
7 downloadsMar 7, 2025
41 downloadsMar 8, 2025
3 downloadsMar 9, 2025
4 downloadsMar 10, 2025
7 downloadsMar 11, 2025
14 downloadsMar 12, 2025
47 downloadsMar 13, 2025
3 downloadsMar 14, 2025
8 downloadsMar 15, 2025
3 downloadsMar 16, 2025
26 downloadsMar 17, 2025
24 downloadsMar 18, 2025
5 downloadsMar 19, 2025
19 downloadsMar 20, 2025
8 downloadsMar 21, 2025
3 downloadsMar 22, 2025
11 downloadsMar 23, 2025
48 downloadsMar 24, 2025
2 downloadsMar 25, 2025
4 downloadsMar 26, 2025
5 downloadsMar 27, 2025
46 downloadsMar 28, 2025
6 downloadsMar 29, 2025
6 downloadsMar 30, 2025
3 downloadsMar 31, 2025
50 downloadsApr 1, 2025
8 downloadsApr 2, 2025
0 downloadsApr 3, 2025
0 downloadsApr 4, 2025
0 downloadsApr 5, 2025
2
50

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 3,732 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 May 19, 2024 with 67 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

  • Imports4 packages