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07/11/2023
Bayesian Poisson Regression and Tensor Train Decomposition Model for Learning Mortality Pattern Changes during COVID-19 Pandemic
COVID-19 has led to excess deaths around the world, however it remains u...
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06/30/2023
Relational Event Modeling
Advances in information technology have increased the availability of ti...
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06/06/2023
Convergence properties of multi-environment causal regularization
Causal regularization was introduced as a stable causal inference strate...
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04/19/2023
Efficient implementation of sets and multisets in R using hash tables
The package hset for the R language contains an implementation of a S4 c...
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04/14/2023
Stochastic Actor Oriented Model with Random Effects
The stochastic actor oriented model (SAOM) is a method for modelling soc...
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03/14/2023
A Stochastic Gradient Relational Event Additive Model for modelling US patent citations from 1976 until 2022
Until 2022, the US patent citation network contained almost 10 million p...
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03/11/2023
Analysing ecological dynamics with relational event models: the case of biological invasions
Aim: Spatio-temporal processes play a key role in ecology, from genes to...
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12/12/2022
Drivers of the decrease of patent similarities from 1976 to 2021
The citation network of patents citing prior art arises from the legal o...
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04/10/2022
Dynamic latent space relational event model
Dynamic relational processes, such as e-mail exchanges, bank loans and s...
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03/30/2022
Nodal heterogeneity may induce ghost triadic effects in relational event models
Temporal network data often encode time-stamped interaction events betwe...
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03/27/2022
A predictive model for planning emergency events rescue during COVID-19 in Lombardy, Italy
Italy, particularly the Lombardy region, was among the first countries o...
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11/20/2019
Mixtures of multivariate generalized linear models with overlapping clusters
With the advent of ubiquitous monitoring and measurement protocols, stud...
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05/24/2018
Dynamic Chain Graph Models for Ordinal Time Series Data
This paper introduces sparse dynamic chain graph models for network infe...
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10/27/2017
Identifying overlapping terrorist cells from the Noordin Top actor-event network
Actor-event data are common in sociological settings, whereby one regist...
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10/03/2017
netgwas: An R Package for Network-Based Genome-Wide Association Studies
Graphical models are powerful tools for modeling and making statistical ...
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10/03/2017
De novo construction of q-ploid linkage maps using discrete graphical models
Linkage maps are important for fundamental and applied genetic research....
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01/21/2015