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06/07/2023
Visualizing the Wavenumber Content of a Point Pattern
Spatial point patterns are a commonly recorded form of data in ecology, ...
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02/03/2023
On the Entropy of an Exchangeable Graph
Model complexity remains a key feature of any proposed data generating m...
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07/06/2022
Networks with Correlated Edge Processes
This article proposes methods to model nonstationary temporal graph proc...
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02/18/2022
Edge coherence in multiplex networks
This paper introduces a nonparametric framework for the setting where mu...
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06/26/2021
Detecting anomalies in heterogeneous population-scale VAT networks
Anomaly detection in network science is the method to determine aberrant...
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09/03/2020
Spectral estimation for spatial point patterns
This article determines how to implement spatial spectral analysis of po...
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01/16/2020
The Widely Linear Complex Ornstein-Uhlenbeck Process with Application to Polar Motion
Complex-valued and widely linear modelling of time series signals are wi...
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07/04/2019
Efficient Parameter Estimation of Sampled Random Fields
We provide a computationally and statistically efficient method for esti...
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04/15/2019
Modeling Network Populations via Graph Distances
This article introduces a new class of models for multiple networks. The...
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08/13/2018
Multivariate Geometric Anisotropic Cox Processes
This paper introduces a new modelling framework for multivariate anisotr...
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05/22/2016
The De-Biased Whittle Likelihood
The Whittle likelihood is a widely used and computationally efficient ps...
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06/25/2013