Projects in Awesome Lists tagged with latent-class-analysis
A curated list of projects in awesome lists tagged with latent-class-analysis .
https://github.com/dlab-berkeley/Unsupervised-Learning-in-R
Workshop (6 hours): Clustering (Hdbscan, LCA, Hopach), dimension reduction (UMAP, GLRM), and anomaly detection (isolation forests).
clustering dimensionality-reduction glrm hdbscan isolation-forests latent-class-analysis umap unsupervised-learning
Last synced: 26 Apr 2025
https://github.com/tengfei-emory/timereglc
A Time-Dependent Structural Model Between Latent Classes and Competing Risks Outcomes
competing-risks latent-class-analysis
Last synced: 08 Apr 2025
https://github.com/tengfei-emory/sltca
SLTCA: Scalable and Robust Latent Trajectory Class Analysis Using Artificial Likelihood
latent-class-analysis latent-trajectories
Last synced: 08 Apr 2025
https://github.com/niekdt/meanvar-clustering-longitudinal-data
Supplementary materials for the manuscript "Latent-class trajectory modeling with a heterogeneous mean-variance relation" by N. G. P. Den Teuling, F. Ungolo, S.C. Pauws, and E.R. van den Heuvel
bayesian-inference covid-19 growth-mixture-modeling heteroskedasticity latent-class-analysis longitudinal-analysis longitudinal-clustering mean-variance-model simulation-study
Last synced: 12 Mar 2025
