The Time is Now: Understanding Social Network Dynamics Using Relational Event Histories

Project Information

TIMEISNOW

Grant agreement ID: 758791

DOI 10.3030/758791

Project closed

EC signature date 12 December 2017

Start date 1 February 2018

End date 31 January 2024

Funded under

• EXCELLENT SCIENCE - European Research Council (ERC)

Total cost € 1 499 854,00

EU contribution € 1 499 854,00

Coordinated by

TILBURG UNIVERSITY- UNIVERSITEIT VAN TILBURG
Netherlands

Publications

Peer reviewed articles (13)

A Bayesian Semi-Parametric Approach for Modeling Memory Decay in Dynamic Social Networks

Author(s): Giuseppe Arena; Joris Mulder; Roger Th. A.J. Leenders
Published in: Sociological Methods & Research, 2022, ISSN 0049-1241
Publisher: SAGE Publications
DOI: 10.1177/00491241221113875

Bayesian regularization in dynamic social networks

Author(s): Diana Karimova; Roger Th.A.J. Leenders; Marlyne Meijerink-Bosman; Joris Mulder
Published in: Social Networks, 2023, ISSN 0378-8733
Publisher: Elsevier BV
DOI: 10.1016/j.socnet.2023.02.006

Bayesian testing of scientific expectations under exponential random graph models

Author(s): Joris Mulder; Nial Friel; Philip Leifeld
Published in: Social Networks, 2024, ISSN 0378-8733
Publisher: Elsevier BV
DOI: 10.1016/j.socnet.2023.11.004

A Latent Variable Model for Relational Events with Multiple Receivers

Author(s): Joris Mulder; Peter D. Hoff
Published in: Annals of Applied Statistics, 2024, ISSN 1932-6157
Publisher: Institute of Mathematical Statistics

Comparing Gaussian graphical models with the posterior predictive distribution and Bayesian model selection.

Author(s): Donald R. Williams, Philippe Rast, Luis R. Pericchi, Joris Mulder
Published in: Psychological Methods, 2020, ISSN 1082-989X
Publisher: American Psychological Association
DOI: 10.1037/met0000254

Change point detection in relational event models

Author(s): Mahdi Shafiee Kamalabad; Roger Leenders; Joris Mulder
Published in: Social Networks, 2023, ISSN 0378-8733
Publisher: Elsevier BV
DOI: 10.1016/j.socnet.2023.03.004

Testing plausible mechanisms for the contagion of violence between street gangs using relational event models

Author(s): Jason Gravel; Matthew Valasik; Joris Mulder; Roger Leenders; Carter Butts; P. Jeffrey Brantingham; George E. Tita
Published in: Network Science, Issue 1, 2023, ISSN 2050-1242
Publisher: Cambridge University Press
DOI: 10.21428/cb6ab371.07e9579f

Bayesian Testing of Linear Versus Nonlinear Effects Using Gaussian Process Priors

Author(s): Joris Mulder
Published in: The American Statistician, Issue ahead-of-print, 2022, Page(s) 1-11, ISSN 0003-1305
Publisher: American Statistical Association
DOI: 10.1080/00031305.2022.2028675

Understanding memory retention with parametric decays in relational event models

Author(s): Giuseppe Arena; Joris Mulder; Roger Th. A.J. Leenders
Published in: Network Science, 11(2), 267 - 294, Issue 1, 2023, ISSN 2050-1242
Publisher: Cambridge University Press
DOI: 10.1017/nws.2023.5

A Generalization of the Savage–Dickey Density Ratio for Testing Equality and Order Constrained Hypotheses

Author(s): Joris Mulder, Eric-Jan Wagenmakers, Maarten Marsman
Published in: The American Statistician, 2020, Page(s) 1-8, ISSN 0003-1305
Publisher: American Statistical Association
DOI: 10.1080/00031305.2020.1799861

Modeling the evolution of interaction behavior in social networks: A dynamic relational event approach for real-time analysis

Author(s): Joris Mulder, Roger Th.A.J. Leenders
Published in: Chaos, Solitons & Fractals, Issue 119, 2019, Page(s) 73-85, ISSN 0960-0779
Publisher: Pergamon Press Ltd.
DOI: 10.1016/j.chaos.2018.11.027

A Bayesian actor-oriented multilevel relational event model with hypothesis testing procedures

Author(s): Fabio Vieira; Roger Leenders; Daniel McFarland; Joris Mulder
Published in: Behaviormetrika, 2023, ISSN 0385-7417
Publisher: Springer
DOI: 10.1007/s41237-023-00203-4

A review of applications of the Bayes factor in psychological research

Author(s): Daniel W. Heck, Udo Boehm, Florian Böing-Messing, Paul-Christian Bürkner, Koen Derks, Zoltan Dienes, Qianrao Fu, Xin Gu, Diana Karimova, Henk A. L. Kiers, Irene Klugkist, Rebecca M. Kuiper, Michael D. Lee, Roger Leenders, Hidde J. Leplaa, Maximilian Linde, Alexander Ly, Marlyne Meijerink-Bosman, Mirjam Moerbeek, Joris Mulder, Bence Palfi, Felix D. Schönbrodt, Jorge N. Tendeiro, Don van den Berg
Published in: Psychological Methods, Issue ahead-of-journal, 2022, Page(s) 1-65, ISSN 1082-989X
Publisher: American Psychological Association
DOI: 10.1037/met0000454

Other (6)

remify: Processing, arranging, transforming REH data

Author(s): Giuseppe Arena; Rumana Lakdawala; Marlyne Meijerink-Bosman; Diana Karimova; Fabio Generoso Vieira; Mahdi Shafiee Kamalabad; Roger Leenders; Joris Mulder
Published in: 2022
Publisher: The Comprehensive R Archive Network (CRAN)

A relational event approach for jointly modeling event rates and event duration

Author(s): Marlyne Meijerink-Bosman; Peter Ejbye-Ernst; Joris Mulder; Roger Leenders
Published in: 2023
Publisher: psyArXiv Preprints

relational event modeling in JASP: jaspRem

Author(s): Julius Pfadt
Published in: 2023
Publisher: Github

remstimate: Optimization Tools for Relational Event History data

Author(s): Giuseppe Arena
Published in: 2022
Publisher: Github

bremory: Statistical modeling of memory in Relational Event Networks

Author(s): Giuseppe Arena
Published in: 2022
Publisher: Github

Fast Meta-Analytic Approximations for Relational Event Models: Applications to Data Streams and Multilevel Data

Author(s): Fabio Vieira; Roger Leenders; Joris Mulder
Published in: 2024
Publisher: Cornell University: arXiv

Thesis and dissertations (1)

Tempora tempore tempera: Time molds the past. Time-sensitive methods for modeling the influence of past social interactions in relational event networks

Author(s): Giuseppe Arena
Published in: 2023
Publisher: Tilburg University