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08/28/2023
Statistical Inference on Grayscale Images via the Euler-Radon Transform
Tools from topological data analysis have been widely used to represent ...
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05/25/2023
Distributed model building and recursive integration for big spatial data modeling
Motivated by the important need for computationally tractable statistica...
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04/27/2022
Randomness and Statistical Inference of Shapes via the Smooth Euler Characteristic Transform
In this paper, we provide the mathematical foundations for the randomnes...
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11/15/2021
Neuro-Hotnet: A Graph Theoretic Approach for Brain FC Estimation
Functional connectivity (FC) for quantifying interactions between region...
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04/14/2021
Considerations Across Three Cultures: Parametric Regressions, Interpretable Algorithms, and Complex Algorithms
We consider an extension of Leo Breiman's thesis from "Statistical Model...
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02/24/2021
Population-level Task-evoked Functional Connectivity
Functional magnetic resonance imaging (fMRI) is a non-invasive, in-vivo ...
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11/17/2017