1 citations · 1 across the 3 of their papers we have counts for
4 papers
Consistency of penalized maximum likelihood estimation for multidimensional change-in-velocity detection
Linh Do, Dat Do, Scott A. McKinley
We establish statistical consistency for the penalized maximum-likelihood estimator underlying CPLASS, a method for detecting changes in velocity in -dimensional time-series dat…
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…
Considering experimental frame rates and robust segmentation analysis of piecewise-linear microparticle trajectories
Keisha J. Cook, Nathan Rayens, Linh Do +2
The movement of intracellular cargo transported by molecular motors is commonly marked by switches between directed motion and stationary pauses. The predominant measure for assess…
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…