Research

Publications and Preprints

Linh Do (2025). Changepoint detection: theory, algorithms, and application in intracellular transport, Tulane University. [Thesis].

Dat Do, Linh Do, XuanLong Nguyen (2025). Strong identifiability and parameter learning in regression with heterogeneous response, Electronic Journal of Statistics, 19(1), 131–203. [online]
Keisha J. Cook, Nathan Rayens, Linh Do, Christine K. Payne, and Scott A. McKinley (2025). Considering experimental frame rates and robust segmentation analysis of piecewise-linear microparticle trajectories, Mathematical Biosciences and Engineering, 22(10), 2595–2626. [online].
Linh Do, Dat Do, Keisha J. Cook, Nathan Rayens, Christine K. Payne, Scott A. McKinley (2025). Change-in-velocity detection for multidimensional data, To be submitted to Journal of Computational and Graphical Statistics. [arxiv][code][website].
Dat Do, Linh Do, Scott A. McKinley, XuanLong Nguyen, Jonathan Terhorst (2024). Dendrogram of mixing measures: Hierarchical Clustering and model selection for finite mixture models. Under review at Biometrika. [arxiv] [code] [website].
Nguyen, A.T., Pham, H.T.T., Trinh, Q.A., Linh Do, Dang, P.A., & Hens, L. (2021). The geography of climate change adaptation in the Vietnam northern mountains: A quantitative analysis for intentions of indigenous ethnic minorities using structural equation modeling (SEM) and protection motivation theory (PMT) In Recent Technologies for Disaster Management and Risk Reduction (pp. 275 - 291 ). Springer, Cham.[online].

Linh Do et al.
Dendrogram of signal functions for summarization and model selection in changepoint detection.
In preparation for submission to Journal of Statistical Planning and Inference.
Linh Do et al. Microtuble Dynamics in Neuronal Cells.
Dat Do, Linh Do, Peter Carbonetto, Matthew Stephens. Improved out-sample covariance estimation for fitting SuSiE model with summary statistics.
Dat Do, Linh Do, Sunrit Chakraborty. Visualizing, Interpreting and Improving Sparse Matrix Factorization Model fit.