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stat.ME2024
A latent space model for multivariate count data time series analysis
Hardeep Kaur, Riccardo Rastelli
Motivated by a dataset of burglaries in Chicago, USA, we introduce a novel framework to analyze time series of count data combining common multivariate time series models with late…
stat.ME2023
Latent Position Network Models
Hardeep Kaur, Riccardo Rastelli, Nial Friel +1
In this chapter, we present a review of latent position models for networks. We review the recent literature in this area and illustrate the basic aspects and properties of this mo…