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01/21/2023
A central limit theorem for a sequence of conditionally centered and α-mixing random fields
A central limit theorem is established for a sum of random variables bel...
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09/25/2022
Simultaneous Estimation and Group Identification for Network Vector Autoregressive Model with Heterogeneous Nodes
We study the dynamic behaviors of heterogeneous individuals observed in ...
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07/20/2022
Bias-correction and Test for Mark-point Dependence with Replicated Marked Point Processes
Mark-point dependence plays a critical role in research problems that ca...
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10/04/2021
Row-clustering of a Point Process-valued Matrix
Structured point process data harvested from various platforms poses new...
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05/20/2021
Distributed Adaptive Nearest Neighbor Classifier: Algorithm and Theory
When data is of an extraordinarily large size or physically stored in di...
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12/03/2020
Second order semi-parametric inference for multivariate log Gaussian Cox processes
This paper introduces a new approach to inferring the second order prope...
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01/24/2019