Network science and its applications

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Workshop theme

The collection of data on a large scale in a number of domains, such as biology, sociology, epidemiology, finance, and telecommunication, has opened the field for the development of advanced statistical models for network inference that can cope with the high dimensionality of the data. These models are often motivated and developed within an applied domain and the interpretation and validation of the inferred network within that specific context is often challenging, particularly for high dimensional problems. The aim of this workshop is to highlight recent developments in the field, to discuss gaps in the literature and to draw possible bridges between the different methods used in the different application areas. The workshop is organised in association with the special issue “Network Science and its Applications” of the Journal of the Royal Statistical Society, Series C. Speakers associated to this issue have been invited at the institute for the whole week: there will be informal events, such as seminars, on the first three days, and a public workshop on the last two. The timetable of the public workshop is provided on the webpage, information on the seminars will be circulated by email.

Timetable

Thursday 25th August 2016
09:00 to 09:50	Registration	No Room Required
09:50 to 10:00	Welcome from John Toland (INI Director)	Room 1
10:00 to 10:40	Yi Yu University of Cambridge; University of Bristol Estimating whole brain dynamics using spectral clustering	Room 1
10:40 to 11:00	Pariya Behrouzi University of Groningen Detecting Epistatic Selection in the Genome of RILs via a latent Gaussian Copula Graphical Model	Room 1
11:00 to 11:30	Morning Coffee	No Room Required
11:30 to 12:10	Ginestra Bianconi Queen Mary University of London Multiplex networks	Room 1
12:10 to 12:30	Mirko Signorelli Università degli Studi di Padova; Rijksuniversiteit Groningen Modelling community structure in the Italian Parliament: a penalized inference approach	Room 1
12:30 to 13:30	Lunch @ Wolfson Court	No Room Required
13:30 to 14:10	Matteo Barigozzi London School of Economics Networks, Dynamic Factors, and the Volatility Analysis of High-Dimensional Financial Series	Room 1
14:10 to 14:50	Daniele Durante Università degli Studi di Padova Bayesian modeling of networks in complex business intelligence problems	Room 1
14:50 to 15:30	Luca De Benedictis Università di Macerata Implementing Propensity Score Matching with Network Data: The effect of GATT on bilateral trade	Room 1
15:30 to 16:00	Afternoon Tea	No Room Required
16:00 to 16:20	Nynke Niezink University of Groningen Modeling the dynamics of social networks and continuous actor attributes	Room 1
16:20 to 17:00	Katherine McLaughlin Oregon State University Analysis of Networks with Missing Data with Application to the National Longitudinal Study of Adolescent Health	Room 1
19:30 to 22:00	Formal Dinner at Corpus Christi College	No Room Required

Friday 26th August 2016
09:00 to 09:40	Alberto Roverato Università di Bologna The Networked Partial Correlation and its Application to the Analysis of Genetic Interactions	Room 1
09:40 to 10:20	Reza Mohammadi Universiteit van Tilburg; University of Groningen Bayesian modelling of Dupuytren disease using Gaussian copula graphical models	Room 1
10:20 to 10:40	Silvia Ioana Fierascu Central European University Applying network science to political problems. A conceptual and analytical framework for understanding and predicting corruption risks in business-political networks	Room 1
10:40 to 11:00	Gwenael Leday MRC Biostatistics Unit Incorporating biological information into network inference using structured shrinkage	Room 1
11:00 to 11:30	Morning Coffee	No Room Required
11:30 to 12:10	Juliane Manitz Georg-August-Universität Göttingen; Boston University Source Estimation for Propagation Processes on Complex Networks with an Application to Delays in Public Transportation Systems	Room 1
12:10 to 12:30	Carsten Chong Technische Universität München Contagion in Financial Systems: A Bayesian Network Approach	Room 1
12:30 to 13:30	Lunch @ Wolfson Court	No Room Required
13:30 to 14:10	Ben Parker University of Southampton Optimal Design of Experiments on Connected Units with Application to Social Networks	Room 1
14:10 to 14:50	Eric Laber North Carolina State University On-line estimation of an optimal treatment allocation strategy for the control of white-nose syndrome in ba	Room 1
14:50 to 15:10	Steffen Lauritzen University of Copenhagen; University of Oxford What COSTNET can do for and with you!	Room 1
15:10 to 15:30	Organisers wrap-up	Room 1
15:30 to 16:00	Afternoon Tea	No Room Required

Theoretical foundations for statistical network analysis

Organisers

Veronica Vinciotti Brunel University
Ernst Wit University of Groningen
Patrick Wolfe University College London

Speakers

Matteo Barigozzi London School of Economics
Pariya Behrouzi University of Groningen
Ginestra Bianconi Queen Mary University of London
Carsten Chong Technische Universität München
Luca De Benedictis Università di Macerata
Daniele Durante Università degli Studi di Padova
Silvia Ioana Fierascu Central European University
Eric Laber North Carolina State University
Steffen Lauritzen University of Copenhagen; University of Oxford
Gwenael Leday MRC Biostatistics Unit
Juliane Manitz Georg-August-Universität Göttingen; Boston University
Katherine McLaughlin Oregon State University
Reza Mohammadi Universiteit van Tilburg; University of Groningen
Nynke Niezink University of Groningen
Ben Parker University of Southampton
Alberto Roverato Università di Bologna
Mirko Signorelli Università degli Studi di Padova; Rijksuniversiteit Groningen
Yi Yu University of Cambridge; University of Bristol

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Participants

Sophie Achard University of Cambridge; CNRS (Centre national de la recherche scientifique)
John Aston University of Cambridge
Frank Granville Ball University of Nottingham
Matteo Barigozzi London School of Economics
Pariya Behrouzi University of Groningen
Mohamed-Ali Belabbas University of Illinois at Urbana-Champaign
Alan Benson University College Dublin
Ginestra Bianconi Queen Mary University of London
Peter Bickel University of California, Berkeley
Bela Bollobas University of Cambridge
Adria Caballe University of Edinburgh; Biomathematics & Statistics Scotland (BioSS)
Swati Chandna University College London
Carsten Chong Technische Universität München
Luca De Benedictis Università di Macerata
Daniele Durante Università degli Studi di Padova
Silvia Ioana Fierascu Central European University
Ashley Ford University of Bristol
Robert Gaunt University of Oxford
Yulia Gel University of Texas at Dallas; University of Waterloo
Susan Holmes Stanford University
Valerie Isham University College London
Peter Jacko Lancaster University
Svante Janson Uppsala Universitet
Andrzej Jarynowski John Innes Centre, Norwich; Uniwersytet Jagiellonski
Frank Kelly University of Cambridge
Sadamori Kojaku University of Bristol
Eric Laber North Carolina State University
Steffen Lauritzen University of Copenhagen; University of Oxford
Gwenael Leday MRC Biostatistics Unit
Elizaveta Levina University of Michigan
Malwina Luczak Queen Mary University of London
Juliane Manitz Georg-August-Universität Göttingen; Boston University
Katherine McLaughlin Oregon State University
Reza Mohammadi Universiteit van Tilburg; University of Groningen
Nynke Niezink University of Groningen
Matt Nunes Lancaster University
Sofia Olhede University College London
Ben Parker University of Southampton
Mathew Penrose University of Bath
Carey Priebe Johns Hopkins University
Riccardo Rastelli University College Dublin
Alberto Roverato Università di Bologna
Sandipan Roy University College London
Kayvan Sadeghi
Richard Samworth University of Cambridge
Alice Schwarze University of Oxford
Mirko Signorelli Università degli Studi di Padova; Rijksuniversiteit Groningen
David Sirl University of Nottingham
Fiona Skerman University of Bristol
Paul Smith University of Cambridge
Perla Sousi University of Cambridge
Vincent Tassion
Pieter Trapman Stockholm University
Veronica Vinciotti Brunel University
Lutz Warnke University of Cambridge; Georgia Institute of Technology
Ernst Wit University of Groningen
Patrick Wolfe University College London
Jing Wu Columbia University
Yi Yu University of Cambridge; University of Bristol
Tian Zheng Columbia University