3 papers
stat.AP2024
A dynamic latent space time series model to assess the spread of mumps in England
Hardeep Kaur, Riccardo Rastelli
This work is motivated by an original dataset of reported mumps cases across nine regions of England, and focuses on the modeling of temporal dynamics and time-varying dependency p…
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…