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09/06/2021
Distributional Representation of Longitudinal Data: Visualization, Regression and Prediction
We develop a representation of Gaussian distributed sparsely sampled lon...
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09/01/2021
Tukey's Depth for Object Data
We develop a novel exploratory tool for non-Euclidean object data based ...
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01/23/2021
A Geospatial Functional Model For OCO-2 Data with Application on Imputation and Land Fraction Estimation
Data from NASA's Orbiting Carbon Observatory-2 (OCO-2) satellite is esse...
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01/02/2021
Statistical Inference on the Hilbert Sphere with Application to Random Densities
The infinite-dimensional Hilbert sphere S^∞ has been widely employed to ...
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12/18/2020
Nonparametric Estimation of Repeated Densities with Heterogeneous Sample Sizes
We consider the estimation of densities in multiple subpopulations, wher...
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12/12/2018