Members

Enrica De Cian

Supervisor IRP 08 / 10

Università Ca’ Foscari
Venezia
EPOC Assignments
SUPERVISOR IRP08  / WP2 / WP3
To reduce or to modify?
Adapting energy use to deal with climate change

SUPERVISOR IRP10  / WP2 / WP3
Modelling the evolution of low-carbon lifestyles

Publications

NO PUBLICATIONS SO FAR.

Luca Vittorio Angelo Colombo

Supervisor IRP 11

Università Cattolica
del Sacro Cuore
EPOC Assignments
SUPERVISOR IRP11  / WP2 / WP3
Modelling the interaction of information provision and carbon pricing to encourage a low-carbon transition

Publications
01 02
2016 / Colombo L. and H. Dawid
Complementary Assets, Start-Ups and Incentives to Innovate International Journal of Industrial Organization, 44, 177-190
abs/pii/S0167718715001204

2014 / Colombo, L., G. Femminis and A. Pavan
Information Acquisition and Welfare The Review of Economic Studies, 81, 1438–1483
core.ac.uk/display/22581619

2014 / Colombo, L. and H. Dawid
Strategic Location Choice under Dynamic Oligopolistic Competition and Spillovers Journal of Economic Dynamics and Control, 48, 288-307
v48y2014icp288-307

Herbert Dawid

Supervisor IRP 04 / 13 / 14
Network Coordinator

Universität
Bielefeld
EPOC Assignments
SUPERVISOR IRP04  / WP1 / WP2 / WP3
Bayesian estimation of agent-based models

SUPERVISOR IRP13  / WP3
Picking the winners?
The role of public investment for technological change

SUPERVISOR IRP14  / WP3
Financial innovation and monetary policy in a complex environment

Publications
01 02
2019 / Dawid H., P. Harting and S. van der Hoog
Manager Remuneration, Share Buybacks and Firm Performance Industrial and Corporate Change, 28, 681-706
indcch/v28y2019i3p681-706

2018 / Dawid, H., P. Harting and M. Neugart
Cohesion Policy and Inequality Dynamics: Insights from a Heterogeneous Agents Macroeconomic Model Journal of Economic Behavior and Organization, 150, 220-255
doi.org/10.1016/j.jebo.2018.03.015

2018 / Dawid, H. and D. Delli Gatti
Agent-based Macroeconomics in C. Hommes and B. LeBaron (Eds.) "Handbook of Computational Economics Vol. 4: Heterogeneous Agent Modeling", North-Holland, pp. 63-156
doi:10.4119/unibi/2916999

2014 / Colombo, L. and H. Dawid
Strategic Location Choice under Dynamic Oligopolistic Competition and Spillovers Journal of Economic Dynamics and Control, 48, 288-307
v48y2014icp288-307

Domenico Delli Gatti

Supervisor IRP 04 / 14
Coordinator

Università Cattolica
del Sacro Cuore
EPOC Assignments
SUPERVISOR IRP04  / WP1 / WP2 / WP3
Bayesian estimation of agent-based models

SUPERVISOR IRP14  / WP3
Financial innovation and monetary policy in a complex environment

Publications
01 02
2020 / Delli Gatti, D. and J. Grazzini
Rising to the challenge: Bayesian estimation and forecasting techniques for macroeconomic Agent Based Models Journal of Economic Behavior & Organization, 178, 875-902
doi.org/10.1016/j.jebo.2020.07.023

2019 / Assenza, T and D. Delli Gatti
The financial transmission of shocks in a simple hybrid macroeconomic agent based model Journal of Evolutionary Economics,  29, 265–297
10.1007/s00191-018-0559-3

2018 / Dawid, H. and D. Delli Gatti
Agent-based Macroeconomics in C. Hommes and B. LeBaron (Eds.) "Handbook of Computational Economics Vol. 4: Heterogeneous Agent Modeling", North-Holland, pp. 63-156
doi:10.4119/unibi/2916999

2018 / Assenza, T.,  P. Colzani, D. Delli Gatti and J Grazzini
Does fiscal policy matter? Tax, transfer, and spend in a macro ABM with capital and credit Industrial and Corporate Change, 27 (6), 1069–1090
doi.org/10.1093/icc/dty017

Pietro Dindo

Università Ca’ Foscari
Venezia
EPOC Assignments
Publications

NO PUBLICATIONS SO FAR.

Cees Diks

Supervisor IRP 09
Coordinator

Universiteit
van Amsterdam
EPOC Assignments
SUPERVISOR IRP09  / WP2
Identifying optimal conditions for creating stable future electricity markets

Publications

NO PUBLICATIONS SO FAR.

Susanne Ditlevsen

Supervisor IRP 01 / 02
Coordinator

Universitet
København
EPOC Assignments
SUPERVISOR IRP01  / WP1 / WP2 / WP3
Statistical inference for state-space diffusion processes

SUPERVISOR IRP02  / WP1 / WP2
Multivariate responses, dependence structures and partial observations

Publications
01 02
2020 / Heide-Jørgensen, M.P., S. Blackwell, T. Williams, M.H.S. Sinding, M. Skovrind, O.M. Tervo, E. Garde, R. Hansen, N.H. Nielsen, M.C. Ngo and S. Ditlevsen
Some like it cold: Temperature dependent habitat selection by narwhals Ecology and Evolution, 10(15), 8073 - 8090
DOI: 10.1002/ece3.6464

2020 / Ruse, M.G., A. Samson and S. Ditlevsen
Inference for biomedical data by using diffusion models with covariates and mixed effects Journal of the Royal Statistical Society, Series C: Applied Statistics, 69, 167-193
DOI: 10.1111/rssc.12386

2019 / Ditlevsen, S. and A.Samson
Hypoelliptic diffusions: discretization, filtering and inference from complete and partial observations Journal of the Royal Statistical Society, series B, 81(2), 361-384
arXiv:1707.04235

2019 / Ngo, M.C., M.P. Heide-Jørgensen and S. Ditlevsen
Understanding narwhal diving behaviour using Hidden Markov Models with dependent state distributions and long range dependence PLoS Computational Biology, 15(3): e1006425
doi:10.1371/journal.pcbi.1006425

Manuel Förster

Supervisor IRP 07

University
Bielefeld
EPOC Assignments
SUPERVISOR IRP07  / WP2
Network-based measures of climate risks and liabilities

Publications

NO PUBLICATIONS SO FAR.

Christiane Fuchs

Supervisor IRP 01
Co-Supervisor IRP 02 / 03 / 04

University
Bielefeld
EPOC Assignments
SUPERVISOR IRP01  / WP1 / WP2 / WP3
Statistical inference for state-space diffusion processes

CO-SUPERVISOR IRP02  / WP1 / WP2
Multivariate responses, dependence structures and partial observations

CO-SUPERVISOR IRP03  / WP1 / WP2
Time-series of functional data

CO-SUPERVISOR IRP04  / WP1 / WP2 / WP3
Bayesian estimation of agent-based models

Publications
01 02
2020 / Pieschner S. and C. Fuchs
Bayesian inference for diffusion processes: using higher-order approximations for transition densities Royal Society Open Science, 7 (10)


2019 / Hibbah, E.H., H. El Maroufy, C. Fuchs and T. Ziad
An MCMC computational approach for a continuous time state-dependent regime switching diffusion process JOURNAL OF APPLIED STATISTICS, 1-21
doi/full/10.1080/02664763.2019.1677573

2019 / El Omari M., H. El Maroufy and C. Fuchs
Non parametric estimation for fractional diffusion processes with random effects STATISTICS, 53 (4), 753-769
doi/full/10.1080/02331888.2019.1581783

Michel Grabisch

Supervisor IRP 06

Université Paris 1
Panthéon-Sorbonne
EPOC Assignments
SUPERVISOR IRP06  / WP1 / WP2
Mental models, disruption and repair

Publications
01 02
2020 / Grabisch, M. and F. Li
Anti-conformism in the threshold model of collective behavior Dynamic Games and Applications, 10(2), 444-477
doi:10.1007/s13235-019-00332-0

2019 / Grabisch, M., A. Poindron and A. Rusinowska
A model of anonymous influence with anti-conformist agents Journal of Economic Dynamics and Control, 109, 103773
2019:i:c:s0165188919301708

2017 / Grabisch, M., A. Mandel, A. Rusinowska and E. Tanimura
Strategic influence in social networks Mathematics of Operations Research, 43, 29-50
doi:10.1287/moor.2017.0853

Cars Hommes

Supervisor IRP 05

Universiteit
van Amsterdam
EPOC Assignments
SUPERVISOR IRP05  / WP1 / WP2
Expectation formation and machine learning

Publications
01 02
2020 / Bao, T., M. Hennequin, C. Hommes and D. Massaro
Coordination on bubbles in large-group asset pricing experiments Journal of Economic Dynamics and Control, 110
doi.org/10.1016/j.jedc.2019.05.009

2019 / Cornea-Madeira, A., C. Hommes and D. Massaro
Behavioral Heterogeneity in U.S. Inflation Dynamics Journal of Business & Economic Statistics, 37(2), 288-300
doi.org/10.1080/07350015.2017.1321548

2019 / Hommes, C. and J. Lustenhouwer
Inflation targeting and liquidity traps under endogenous credibility Journal of Monetary Economics, 107, 48-62
doi.org/10.1016/j.jmoneco.2019.01.027

Roland Langrock

Supervisor IRP 02
Co-Supervisor IRP 01 / 03

University
Bielefeld
EPOC Assignments
CO-SUPERVISOR IRP01  / WP1 / WP2 / WP3
Statistical inference for state-space diffusion processes

SUPERVISOR IRP02  / WP1 / WP2
Multivariate responses, dependence structures and partial observations

CO-SUPERVISOR IRP03  / WP1 / WP2
Time-series of functional data

Publications
01 02
2020 / McClintock, B.T. , R. Langrock, O. Gimenez, E. Cam, D. L. Borchers, R. Glennie and T.A. Patterson
Uncovering ecological state dynamics with hidden Markov models arXiv preprint arXiv:2002.10497
arxiv.org/abs/2002.10497

2020 / Pohle, J., R. Langrock, M. van der Schaar, R. King and F.H. Jensen
A primer on coupled state-switching models for multiple interacting time series arXiv preprint arXiv:2004.14700
arxiv.org/pdf/2004.14700

2018 / van Beest, F.M. S. Mews, S. Elkenkamp, P. Schuhmann, D. Tsolak, T. Wobbe, V. Bartolino, F. Bastardie, R. Dietz, C. von Dorrien, A. Galatius, O. Karlsson, B. McConnell, J. Nabe-Nielsen, M.T. Olsen, J. Teilmann and R. Langrock
Classifying grey seal behaviour in relation to environmental variability and commercial fishing activity-a multivariate hidden Markov model Scientific Reports, 9, (1), 5642
s41598-019-42109-w

Marco LiCalzi

Supervisor IRP 06

Università Ca’ Foscari
Venezia
EPOC Assignments
SUPERVISOR IRP06  / WP1 / WP2
Mental models, disruption and repair

Publications
2019 / LiCalzi, M. and R. Mühlenbernd
Categorization and Cooperation across Games Games, 10, 5
doi:10.3390/g10010005

2016 / LiCalzi, M. and N. Maagli
Bargaining over a common categorisation Synthese, 193, 705-723
doi:10.1007/s11229-015-0790-5

Maria Luisa Mancusi

Supervisor IRP 12 / 15

Università Cattolica
del Sacro Cuore
EPOC Assignments
SUPERVISOR IRP12  / WP2 / WP3
The dynamics of innovation in production networks

SUPERVISOR IRP15  / WP2 / WP3
Innovation and sustainable growth

Publications
01 02
2020 / Corrocher N., G. Cecere and M. L. Mancusi
Financial constraints and public funding of eco-innovation: Empirical evidence from European SMEs Small Business Economics, 54, 285-302
DOI: 10.1007/s11187-018-0090-9

2018 / Conti C., M.L. Mancusi, R. Sestini, F. Sanna Randaccio and E. Verdolini
Transition Towards a Green Economy in Europe: Innovation and Knowledge Integration in the Renewable Energy Sector Research Policy, 47, n. 10, 1996-2009
DOI:10.1016/j.respol.2018.07.007

2008 / Mancusi M.L.
International Spillovers and Absorptive Capacity: A Cross-Country Cross-Sector Analysis Based on Patents and Citations Journal of International Economics, 76, n. 2
DOI:10.1016/j.jinteco.2008.06.007

Antoine Mandel

Supervisor IRP 12 / 13 / 15
Coordinator

Université Paris 1
Panthéon-Sorbonne
EPOC Assignments
SUPERVISOR IRP12  / WP2 / WP3
The dynamics of innovation in production networks

SUPERVISOR IRP13  / WP3
Picking the winners?
The role of public investment for technological change

SUPERVISOR IRP15  / WP2 / WP3
Innovation and sustainable growth

Publications
01 02
2019 / Gualdi, S. and A. Mandel
Endogenous growth in production networks Journal of Evolutionary Economics, 29(1), 91-117
doi:10.1007/s00191-018-0552-x

2018 / Halleck-Vega, S., A. Mandel and K. Millock
Accelerating diffusion of climate-friendly technologies: A network perspective Ecological Economics, 152, 235-245
doi:10.1016/j.ecolecon.2018.05.007

2017 / Grabisch, M., A. Mandel, A. Rusinowska and E. Tanimura
Strategic influence in social networks Mathematics of Operations Research, 43, 29-50
doi:10.1287/moor.2017.0853

Fabrizio Panebianco

Co-Supervisor IRP 12

Università Cattolica
del Sacro Cuore
EPOC Assignments
SUPERVISOR IRP12  / WP2 / WP3
The dynamics of innovation in production networks

Publications

NO PUBLICATIONS SO FAR.

Paolo Pellizzari

Co-Supervisor IRP 05 / 06
Coordinator

Università Ca’ Foscari
Venezia
EPOC Assignments
CO-SUPERVISOR IRP05  / WP1 / WP2
Expectation formation and machine learning

CO-SUPERVISOR IRP06  / WP1 / WP2
Mental models, disruption and repair

Publications
01 02
2020 / Donadelli, M., I. Gufler and P. Pellizzari
The macro and asset pricing implications of rising Italian uncertainty: Evidence from a novel news-based macroeconomic policy uncertainty index Economics Letters, 197
doi.oret.2020.109606g

2019 / Liuzzi, D., P. Pellizzari and M. Tolotti
Fast traders and slow price adjustments: an artificial market with strategic interaction and transaction costs Journal of Economic Interaction and Coordination, 14
doi.org/10.1007/s11403-018-0233-8

2018 / Moro, A. and P. Pellizzari
A computational model of labor market participation with health shocks and bounded rationality Knowledge and Information Systems, 54(3)
doi.org/10.1007/s10115-017-1096-3

Agnieszka Rusinowska

Supervisor IRP 07

Université Paris 1
Panthéon-Sorbonne
EPOC Assignments
CO-SUPERVISOR IRP07  / WP2
Network-based measures of climate risks and liabilities

Publications
01 02
2020 / Van Den Brink, R., D. Dimitrov and A. Rusinowska
Winning coalitions in plurality voting democracies Social Choice and Welfare, 1-22
RePEc:tin:wpaper:20190062

2020 / Van den Brink, R. and A. Rusinowska
The degree ratio ranking method for directed graphs European Journal of Operational Research, 288(2), 563-575
doi:10.1016/j.ejor.2020.06.013

2019 / Grabisch, M., A. Poindron and A. Rusinowska
A model of anonymous influence with anti-conformist agents Journal of Economic Dynamics and Control, 109, 103773
2019:i:c:s0165188919301708

2017 / Grabisch, M., A. Mandel, A. Rusinowska and E. Tanimura
Strategic influence in social networks Mathematics of Operations Research, 43, 29-50
doi:10.1287/moor.2017.0853

Ivan Savin

Supervisor IRP 09
Co-Supervisor IRP 08 / 10 / 11

Universitat Autònoma
de Barcelona
EPOC Assignments
CO-SUPERVISOR IRP08  / WP2 / WP3
To reduce or to modify?
Adapting energy use to deal with climate change

SUPERVISOR IRP09  / WP2
Identifying optimal conditions for creating stable future electricity markets

CO-SUPERVISOR IRP10  / WP2 / WP3
Modelling the evolution of low-carbon lifestyles

CO-SUPERVISOR IRP11  / WP2 / WP3
Modelling the interaction of information provision and carbon pricing to encourage a low-carbon transition

Publications
01 02
2021 / Konc T., I. Savin and J. van den Bergh
The social multiplier of environmental policy: application to carbon taxation Journal of Environmental Economics and Management, 105
https://www.sciencedirect.com/

2020 / Castro J., Drews S., Exadaktylos F., Foramitti J., Klein F., Konc T., Savin I. and van den Bergh J.
A review of agent-based modelling of climate-energy policy WIREs Climate Change, 11(4)
doi.org/10.1002/wcc.647

2020 / Foramitti J., Savin I. and J. van den Bergh
Emission tax vs. permit trading under bounded rationality and dynamic markets Energy Policy, 148, Part B
S0301421520307205

2019 / Konc T. and I. Savin
Social reinforcement with weighted interactions Physical Review, E 100
10.1103/PhysRevE.100.022305

Helle Sørensen

Supervisor IRP 03

Universitet
København
EPOC Assignments
SUPERVISOR IRP03  / WP1 / WP2
Time-series of functional data

Publications
2020 / Heide-Jørgensen, M.P., S. Blackwell, T. Williams, M.H.S. Sinding, M. Skovrind, O.M. Tervo, E. Garde, R. Hansen, N.H. Nielsen, M.C. Ngo and S. Ditlevsen
Some like it cold: Temperature dependent habitat selection by narwhals Ecology and Evolution, 10(15), 8073 - 8090
DOI: 10.1002/ece3.6464

2019 / Ngo, M.C., M.P. Heide-Jørgensen and S. Ditlevsen
Understanding narwhal diving behaviour using Hidden Markov Models with dependent state distributions and long range dependence PLoS Computational Biology, 15(3): e1006425
doi:10.1371/journal.pcbi.1006425

Jeroen van den Bergh

Supervisor IRP 08 / 10 / 11
Coordinator

Universitat Autònoma
de Barcelona
EPOC Assignments
SUPERVISOR IRP08  / WP2 / WP3
To reduce or to modify?
Adapting energy use to deal with climate change

SUPERVISOR IRP10  / WP2 / WP3
Modelling the evolution of low-carbon lifestyles

SUPERVISOR IRP11  / WP2 / WP3
Modelling the interaction of information provision and carbon pricing to encourage a low-carbon transition

Publications

NO PUBLICATIONS SO FAR.

Florian Wagener

Supervisor IRP 15

Universiteit
an Amsterdam
EPOC Assignments
SUPERVISOR IRP15  / WP2 / WP3
Innovation and sustainable growth

Publications
01 02
2019 / Altaghlibi, M. and F. Wagener
Unconditional aid and green growth Journal of Economic Dynamics and Control, 105, 158-181
doi.org/10.1016/j.jedc.2019.06.006

2019 / Smrkolj, G. and F. Wagener
Research among copycats: R&D, spillovers, and feedback strategies International Journal of Industrial Organization, 65, 82-120
doi.org/10.1016/j.ijindorg.2019.02.002

2017 / Hinloopen, J., G. Smrkolj and F. Wagener
Research and Development Cooperatives and Market Collusion: A Global Dynamic Approach Journal of Optimization Theory and Applications, 174, 567–612(2017)
10.1007/s10957-017-1133-0

Rick Quax

Co-Supervisor IRP 09

Universiteit
van Amsterdam
EPOC Assignments
CO-SUPERVISOR IRP09  / WP2
Identifying optimal conditions for creating stable future electricity markets

Publications
01 02
2018 / Quax R., G. Chliamovitch, A. Dupuis, J.-L. Falcone , B. Chopard, A.G. Hoekstra  and P. M. A. Sloot 
Information processing features can detect behavioral regimes of dynamical systems Complexity, 6047846
a15535f6-df77-4ade-a391-bdcdb9f2feed

2013 / Quax R., A. Apolloni and P.M.A. Sloot 
The diminishing role of hubs in dynamical processes on complex networks Journal of the Royal Society Interface,, 10(88)
doi.org/10.1098/rsif.2013.0568

2013 / Quax, R., D. Kandhai and P. M. Sloot
Information dissipation as an early-warning signal for the Lehman Brothers collapse in financial time series Scientific reports, 3, 1898
nature.com/articles/srep01898

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