most citedDendrogram of mixing measures: Hierarchical clustering and model selection for finite mixture models

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stat.ME2025

Change-in-velocity detection for multidimensional data

Linh Do, Dat Do, Keisha J. Cook +2

In this work, we introduce CPLASS (Continuous Piecewise-Linear Approximation via Stochastic Search), an algorithm for detecting changes in velocity within multidimensional data. Th…

stat.ME2024★ 1 cited

Dendrogram of mixing measures: Hierarchical clustering and model selection for finite mixture models

Dat Do, Linh Do, Scott A. McKinley +2

We present a new way to summarize and select mixture models via the hierarchical clustering tree (dendrogram) constructed from an overfitted latent mixing measure. Our proposed met…