flexmix
Flexible Mixture Modeling
A general framework for finite mixtures of regression models using the EM algorithm is implemented. The E-step and all data handling are provided, while the M-step can be supplied by the user to easily define new models. Existing drivers implement mixtures of standard linear models, generalized linear models and model-based clustering.
- Version2.3-19
- R version≥ 2.15.0
- LicenseGPL-2
- LicenseGPL-3
- Needs compilation?No
- flexmix citation info
- Last release03/16/2023
Documentation
- VignetteFinite Mixture Model Diagnostics Using Resampling Methods
- VignetteFlexMix: A General Framework for Finite Mixture Models and Latent Class Regression in R
- VignetteFlexMix Version 2: Finite Mixtures with Concomitant Variables and Varying and Constant Parameters
- VignetteApplications of finite mixtures of regression models
- MaterialNEWS
- In ViewsCluster
- In ViewsEnvironmetrics
- In ViewsPsychometrics
Team
Bettina Gruen
MaintainerShow author detailsDeepayan Sarkar
Show author detailsRolesContributorFrederic Mortier
Show author detailsRolesContributorFriedrich Leisch
Nicolas Picard
Insights
Last 30 days
This package has been downloaded 31,407 times in the last 30 days. The downloads are officially high enough to crash an underfunded departmental server. Quite an accomplishment! The following heatmap shows the distribution of downloads per day. Yesterday, it was downloaded 730 times.
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 284,516 times in the last 365 days. That's a whole lot of downloads. Somewhere, a librarian is trying to figure out why more bandwidth is needed. The day with the most downloads was Jun 13, 2024 with 1,858 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.
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Dependencies
- Depends1 package
- Imports2 packages
- Suggests15 packages
- Reverse Depends4 packages
- Reverse Imports10 packages
- Reverse Suggests9 packages
- Reverse Enhances1 package