Nmix

Bayesian Inference on Univariate Normal Mixtures

CRAN Package

A program for Bayesian analysis of univariate normal mixtures with an unknown number of components, following the approach of Richardson and Green (1997) doi:10.1111/1467-9868.00095. This makes use of reversible jump Markov chain Monte Carlo methods that are capable of jumping between the parameter sub-spaces corresponding to different numbers of components in the mixture. A sample from the full joint distribution of all unknown variables is thereby generated, and this can be used as a basis for a thorough presentation of many aspects of the posterior distribution.


Team


Insights

Last 30 days

This package has been downloaded 278 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 6 times.

Sun
Mon
Tue
Wed
Thu
Fri
Sat
0 downloadsMar 2, 2025
0 downloadsMar 3, 2025
22 downloadsMar 4, 2025
19 downloadsMar 5, 2025
5 downloadsMar 6, 2025
4 downloadsMar 7, 2025
15 downloadsMar 8, 2025
2 downloadsMar 9, 2025
3 downloadsMar 10, 2025
12 downloadsMar 11, 2025
6 downloadsMar 12, 2025
20 downloadsMar 13, 2025
4 downloadsMar 14, 2025
19 downloadsMar 15, 2025
7 downloadsMar 16, 2025
13 downloadsMar 17, 2025
8 downloadsMar 18, 2025
1 downloadsMar 19, 2025
8 downloadsMar 20, 2025
8 downloadsMar 21, 2025
5 downloadsMar 22, 2025
3 downloadsMar 23, 2025
23 downloadsMar 24, 2025
1 downloadsMar 25, 2025
1 downloadsMar 26, 2025
2 downloadsMar 27, 2025
33 downloadsMar 28, 2025
3 downloadsMar 29, 2025
4 downloadsMar 30, 2025
3 downloadsMar 31, 2025
18 downloadsApr 1, 2025
6 downloadsApr 2, 2025
0 downloadsApr 3, 2025
0 downloadsApr 4, 2025
0 downloadsApr 5, 2025
1
33

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 4,454 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 Sep 11, 2024 with 53 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