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, Submitted. Springer. Available at:
Automated scalable Bayesian inference via Hilbert coresets. arXiv:1710.05053.
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Highly Multivariate Large-scale Spatial Stochastic Processes – A Doubly Conditional Independence Approach. J Royal Statistical Society, Ser B.
, Submitted. Nondimensionalizing physical and statistical models: a unified approach. Statistical Science, p.Submitted.
, Submitted. Proteomic biomarker study using novel robust penalized elastic net estimators. Annals of Applied Statistics.
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, In Press.
Dynamic clustering algorithms via small-variance analysis of Markov chain mixture models. IEEE Transactions on Pattern Analysis and Machine Intelligence.
, In Press. Optimizing marine spatial plans with animal tracking data. Canadian Journal of Fisheries and Aquatic Sciences.
, In Press. Truncated random measures. Bernoulli.
, In Press. Associative white matter tracts selectively predict sensorimotor learning. Communications Biology, 7, p.762. Available at: https://doi.org/10.1038/s42003-024-06420-1.
, 2024. Evaluation of FluSight influenza forecasting in the 2021-22 and 2022-23 seasons with a new target laboratory-confirmed influenza hospitalizations. Nature Communications, 15, p.6289. Available at: https://doi.org/10.1038/s41467-024-50601-9.
, 2024. Exponential family trend filtering on lattices. Electronic Journal of Statistics, 18, pp.1749–1814. Available at: https://doi.org/10.1214/24-EJS2241.
, 2024. rtestim: Time-varying reproduction number estimation with trend filtering. PLOS Computational Biology, 20, p.e1012324. Available at: https://doi.org/10.1371/journal.pcbi.1012324.
, 2024. A scalable approach to topic modelling in single-cell data by approximate pseudobulk projection. Life science alliance, 7.
, 2024. Smooth multi-period forecasting with application to prediction of COVID-19 cases. Journal of Computational and Graphical Statistics, 33, pp.955-967. Available at: https://doi.org/10.1080/10618600.2023.2285337.
, 2024. sparsegl: An R Package for Estimating Sparse Group Lasso. Journal of Statistical Software, 110, pp.1–23. Available at: https://doi.org/10.18637/jss.v110.i06.
, 2024. Tree-based boosting with functional data. Computational Statistics, 39, pp.1587 - 1620.
, 2024. Epigenomic dissection of Alzheimer's disease pinpoints causal variants and reveals epigenome erosion. Cell, 186, pp.4422–4437.e21.
, 2023. Gaussian mixture reduction with composite transportation divergence. IEEE Transactions on Information Theory.
, 2023. Human microglial state dynamics in Alzheimer's disease progression. Cell, 186, pp.4386–4403.e29.
, 2023. Knots and their effect on the tensile strength of lumber. Journal of Quality Technology, pp.1-13.
, 2023.