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James Matuk, Karthik Bharath, Oksana Chkrebtii & Sebastian Kurtek. (2022) Bayesian Framework for Simultaneous Registration and Estimation of Noisy, Sparse, and Fragmented Functional Data. Journal of the American Statistical Association 117:540, pages 1964-1980.
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W. Zachary Horton, Garritt L. Page, C. Shane Reese, Lindsey K. Lepley & McKenzie White. (2021) Template Priors in Bayesian Curve Registration. Technometrics 63:4, pages 487-499.
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Articles from other publishers (5)
Ian L. Dryden. (2023) Comments on: Shape-based functional data analysis. TEST 33:1, pages 59-61.
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Yi Lu, Radu Herbei & Sebastian Kurtek. (2023) Bayesian function registration with random truncation. PLOS ONE 18:7, pages e0287734.
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James Matuk & Xiaohan Guo. (2022) Shape-restricted estimation and spatial clustering of COVID-19 infection rate curves. Spatial Statistics 49, pages 100546.
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James Matuk, Karthik Bharath, Oksana Chkrebtii & Sebastian Kurtek. (2021) Geometric empirical Bayesian model for classification of functional data under diverse sampling regimes. Geometric empirical Bayesian model for classification of functional data under diverse sampling regimes.
James Matuk, Oksana Chkrebtii & Sebastian Kurtek. (2019) Estimation of Sparsely Observed Signals with an Empirical Bayesian Model. Estimation of Sparsely Observed Signals with an Empirical Bayesian Model.