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2. A basic macroeconomic agent-based model for analyzing monetary regime shifts

Author

Peters, Florian, Neuberger, Doris, Reinhardt, Oliver, and Uhrmacher, Adelinde

Subjects
Economics - General Economics
Abstract

In macroeconomics, an emerging discussion of alternative monetary systems addresses the dimensions of systemic risk in advanced financial systems. Monetary regime changes with the aim of achieving a more sustainable financial system have already been discussed in several European parliaments and were the subject of a referendum in Switzerland. However, their effectiveness and efficacy concerning macro-financial stability are not well-known. This paper introduces a macroeconomic agent-based model (MABM) in a novel simulation environment to simulate the current monetary system, which may serve as a basis to implement and analyze monetary regime shifts. In this context, the monetary system affects the lending potential of banks and might impact the dynamics of financial crises. MABMs are predestined to replicate emergent financial crisis dynamics, analyze institutional changes within a financial system, and thus measure macro-financial stability. The used simulation environment makes the model more accessible and facilitates exploring the impact of different hypotheses and mechanisms in a less complex way. The model replicates a wide range of stylized economic facts, including simplifying assumptions to reduce model complexity., Comment: 31 pages, 13 Figures, 5 Tables

Published
2022
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3. Bayesian Model-Based Approach: Impact on Science and Policy

Author

Bijak, Jakub, Hinsch, Martin, Nurse, Sarah, Prike, Toby, Reinhardt, Oliver, Courgeau, Daniel, Series Editor, Franck, Robert, Series Editor, Abell, Peter, Editorial Board Member, Doreian, Patrick, Editorial Board Member, Greenland, Sander, Editorial Board Member, Pawson, Ray, Editorial Board Member, Van De Eijk, Cees, Editorial Board Member, Walliser, Bernard, Editorial Board Member, Wittrock, Björn, Editorial Board Member, Wunsch, Guillaume, Editorial Board Member, Bijak, Jakub, Higham, Philip A., With Contrib. by, Hilton, Jason, With Contrib. by, Hinsch, Martin, With Contrib. by, Nurse, Sarah, With Contrib. by, Prike, Toby, With Contrib. by, Reinhardt, Oliver, With Contrib. by, Smith, Peter W.F., With Contrib. by, Uhrmacher, Adelinde M., With Contrib. by, and Warnke, Tom, With Contrib. by

Published
2022
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4. Agent-Based Modelling and Simulation with Domain-Specific Languages

Author

Reinhardt, Oliver, Warnke, Tom, Uhrmacher, Adelinde M., Courgeau, Daniel, Series Editor, Franck, Robert, Series Editor, Abell, Peter, Editorial Board Member, Doreian, Patrick, Editorial Board Member, Greenland, Sander, Editorial Board Member, Pawson, Ray, Editorial Board Member, Van De Eijk, Cees, Editorial Board Member, Walliser, Bernard, Editorial Board Member, Wittrock, Björn, Editorial Board Member, Wunsch, Guillaume, Editorial Board Member, Bijak, Jakub, Higham, Philip A., With Contrib. by, Hilton, Jason, With Contrib. by, Hinsch, Martin, With Contrib. by, Nurse, Sarah, With Contrib. by, Prike, Toby, With Contrib. by, Reinhardt, Oliver, With Contrib. by, Smith, Peter W.F., With Contrib. by, Uhrmacher, Adelinde M., With Contrib. by, and Warnke, Tom, With Contrib. by

Published
2022
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9. Valid and Reproducible Simulation Studies—Making It Explicit

Author

Reinhardt, Oliver, Warnke, Tom, Ruscheinski, Andreas, Uhrmacher, Adelinde M., Birta, Louis G., Series Editor, Crosbie, Roy E., Advisory Editor, Jakeman, Tony, Advisory Editor, Lehmann, Axel, Advisory Editor, Robinson, Stewart, Advisory Editor, Tolk, Andreas, Advisory Editor, Zeigler, Bernard P., Advisory Editor, Beisbart, Claus, editor, and Saam, Nicole J., editor

Published
2019
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13. Basal‐like mammary carcinomas stimulate cancer stem cell properties through AXL‐signaling to induce chemotherapy resistance

Author

Pantelaiou‐Prokaki, Garyfallia, primary, Reinhardt, Oliver, additional, Georges, Nadine S., additional, Agorku, David J., additional, Hardt, Olaf, additional, Prokakis, Evangelos, additional, Mieczkowska, Iga K., additional, Deppert, Wolfgang, additional, Wegwitz, Florian, additional, and Alves, Frauke, additional

Published
2023
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19. Teaching a Modeling Process: Reflections From An Online Course

Author

Bijak, Jakub, primary, Hilton, Jason, additional, Hinsch, Martin, additional, Lipscombe, Kim, additional, Nurse, Sarah, additional, Prike, Toby, additional, Smith, Peter W.F., additional, Reinhardt, Oliver, additional, Uhrmacher, Adelinde M., additional, Higham, Philip A., additional, and Grow, Andre, additional

Published
2021
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21. Modelling Migration: Decisions, Processes and Outcomes

Author

Bijak, Jakub, primary, Higham, Philip A., additional, Hilton, Jason, additional, Hinsch, Martin, additional, Nurse, Sarah, additional, Prike, Toby, additional, Smith, Peter W.F., additional, Reinhardt, Oliver, additional, and Uhrmacher, Adelinde M., additional

Published
2020
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26. Principles and State of the Art of Agent-Based Migration Modelling

Author

Hinsch, Martin, Bijak, Jakub, Courgeau, Daniel, Series Editor, Franck, Robert, Series Editor, Abell, Peter, Editorial Board Member, Doreian, Patrick, Editorial Board Member, Greenland, Sander, Editorial Board Member, Pawson, Ray, Editorial Board Member, Van De Eijk, Cees, Editorial Board Member, Walliser, Bernard, Editorial Board Member, Wittrock, Björn, Editorial Board Member, Wunsch, Guillaume, Editorial Board Member, Bijak, Jakub, Higham, Philip A., With Contrib. by, Hilton, Jason, With Contrib. by, Hinsch, Martin, With Contrib. by, Nurse, Sarah, With Contrib. by, Prike, Toby, With Contrib. by, Reinhardt, Oliver, With Contrib. by, Smith, Peter W.F., With Contrib. by, Uhrmacher, Adelinde M., With Contrib. by, and Warnke, Tom, With Contrib. by

Published
2022
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27. Uncertainty and Complexity: Towards Model-Based Demography

Author

Bijak, Jakub, Courgeau, Daniel, Series Editor, Franck, Robert, Series Editor, Abell, Peter, Editorial Board Member, Doreian, Patrick, Editorial Board Member, Greenland, Sander, Editorial Board Member, Pawson, Ray, Editorial Board Member, Van De Eijk, Cees, Editorial Board Member, Walliser, Bernard, Editorial Board Member, Wittrock, Björn, Editorial Board Member, Wunsch, Guillaume, Editorial Board Member, Bijak, Jakub, Higham, Philip A., With Contrib. by, Hilton, Jason, With Contrib. by, Hinsch, Martin, With Contrib. by, Nurse, Sarah, With Contrib. by, Prike, Toby, With Contrib. by, Reinhardt, Oliver, With Contrib. by, Smith, Peter W.F., With Contrib. by, Uhrmacher, Adelinde M., With Contrib. by, and Warnke, Tom, With Contrib. by

Published
2022
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28. Towards More Realistic Models

Author

Hinsch, Martin, Bijak, Jakub, Hilton, Jason, Courgeau, Daniel, Series Editor, Franck, Robert, Series Editor, Abell, Peter, Editorial Board Member, Doreian, Patrick, Editorial Board Member, Greenland, Sander, Editorial Board Member, Pawson, Ray, Editorial Board Member, Van De Eijk, Cees, Editorial Board Member, Walliser, Bernard, Editorial Board Member, Wittrock, Björn, Editorial Board Member, Wunsch, Guillaume, Editorial Board Member, Bijak, Jakub, Higham, Philip A., With Contrib. by, Hilton, Jason, With Contrib. by, Hinsch, Martin, With Contrib. by, Nurse, Sarah, With Contrib. by, Prike, Toby, With Contrib. by, Reinhardt, Oliver, With Contrib. by, Smith, Peter W.F., With Contrib. by, Uhrmacher, Adelinde M., With Contrib. by, and Warnke, Tom, With Contrib. by

Published
2022
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29. The Boundaries of Cognition and Decision Making

Author

Prike, Toby, Higham, Philip A., Bijak, Jakub, Courgeau, Daniel, Series Editor, Franck, Robert, Series Editor, Abell, Peter, Editorial Board Member, Doreian, Patrick, Editorial Board Member, Greenland, Sander, Editorial Board Member, Pawson, Ray, Editorial Board Member, Van De Eijk, Cees, Editorial Board Member, Walliser, Bernard, Editorial Board Member, Wittrock, Björn, Editorial Board Member, Wunsch, Guillaume, Editorial Board Member, Bijak, Jakub, Higham, Philip A., With Contrib. by, Hilton, Jason, With Contrib. by, Hinsch, Martin, With Contrib. by, Nurse, Sarah, With Contrib. by, Prike, Toby, With Contrib. by, Reinhardt, Oliver, With Contrib. by, Smith, Peter W.F., With Contrib. by, Uhrmacher, Adelinde M., With Contrib. by, and Warnke, Tom, With Contrib. by

Published
2022
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30. Open Science, Replicability, and Transparency in Modelling

Author

Prike, Toby, Courgeau, Daniel, Series Editor, Franck, Robert, Series Editor, Abell, Peter, Editorial Board Member, Doreian, Patrick, Editorial Board Member, Greenland, Sander, Editorial Board Member, Pawson, Ray, Editorial Board Member, Van De Eijk, Cees, Editorial Board Member, Walliser, Bernard, Editorial Board Member, Wittrock, Björn, Editorial Board Member, Wunsch, Guillaume, Editorial Board Member, Bijak, Jakub, Higham, Philip A., With Contrib. by, Hilton, Jason, With Contrib. by, Hinsch, Martin, With Contrib. by, Nurse, Sarah, With Contrib. by, Prike, Toby, With Contrib. by, Reinhardt, Oliver, With Contrib. by, Smith, Peter W.F., With Contrib. by, Uhrmacher, Adelinde M., With Contrib. by, and Warnke, Tom, With Contrib. by

Published
2022
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31. Conclusions: Towards a Bayesian Modelling Process

Author

Bijak, Jakub, Smith, Peter W. F., Courgeau, Daniel, Series Editor, Franck, Robert, Series Editor, Abell, Peter, Editorial Board Member, Doreian, Patrick, Editorial Board Member, Greenland, Sander, Editorial Board Member, Pawson, Ray, Editorial Board Member, Van De Eijk, Cees, Editorial Board Member, Walliser, Bernard, Editorial Board Member, Wittrock, Björn, Editorial Board Member, Wunsch, Guillaume, Editorial Board Member, Bijak, Jakub, Higham, Philip A., With Contrib. by, Hilton, Jason, With Contrib. by, Hinsch, Martin, With Contrib. by, Nurse, Sarah, With Contrib. by, Prike, Toby, With Contrib. by, Reinhardt, Oliver, With Contrib. by, Smith, Peter W.F., With Contrib. by, Uhrmacher, Adelinde M., With Contrib. by, and Warnke, Tom, With Contrib. by

Published
2022
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32. Building a Knowledge Base for the Model

Author

Nurse, Sarah, Bijak, Jakub, Courgeau, Daniel, Series Editor, Franck, Robert, Series Editor, Abell, Peter, Editorial Board Member, Doreian, Patrick, Editorial Board Member, Greenland, Sander, Editorial Board Member, Pawson, Ray, Editorial Board Member, Van De Eijk, Cees, Editorial Board Member, Walliser, Bernard, Editorial Board Member, Wittrock, Björn, Editorial Board Member, Wunsch, Guillaume, Editorial Board Member, Bijak, Jakub, Higham, Philip A., With Contrib. by, Hilton, Jason, With Contrib. by, Hinsch, Martin, With Contrib. by, Nurse, Sarah, With Contrib. by, Prike, Toby, With Contrib. by, Reinhardt, Oliver, With Contrib. by, Smith, Peter W.F., With Contrib. by, Uhrmacher, Adelinde M., With Contrib. by, and Warnke, Tom, With Contrib. by

Published
2022
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33. Uncertainty Quantification, Model Calibration and Sensitivity

Author

Bijak, Jakub, Hilton, Jason, Courgeau, Daniel, Series Editor, Franck, Robert, Series Editor, Abell, Peter, Editorial Board Member, Doreian, Patrick, Editorial Board Member, Greenland, Sander, Editorial Board Member, Pawson, Ray, Editorial Board Member, Van De Eijk, Cees, Editorial Board Member, Walliser, Bernard, Editorial Board Member, Wittrock, Björn, Editorial Board Member, Wunsch, Guillaume, Editorial Board Member, Bijak, Jakub, Higham, Philip A., With Contrib. by, Hilton, Jason, With Contrib. by, Hinsch, Martin, With Contrib. by, Nurse, Sarah, With Contrib. by, Prike, Toby, With Contrib. by, Reinhardt, Oliver, With Contrib. by, Smith, Peter W.F., With Contrib. by, Uhrmacher, Adelinde M., With Contrib. by, and Warnke, Tom, With Contrib. by

Published
2022
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34. Introduction

Author

Bijak, Jakub, Courgeau, Daniel, Series Editor, Franck, Robert, Series Editor, Abell, Peter, Editorial Board Member, Doreian, Patrick, Editorial Board Member, Greenland, Sander, Editorial Board Member, Pawson, Ray, Editorial Board Member, Van De Eijk, Cees, Editorial Board Member, Walliser, Bernard, Editorial Board Member, Wittrock, Björn, Editorial Board Member, Wunsch, Guillaume, Editorial Board Member, Bijak, Jakub, Higham, Philip A., With Contrib. by, Hilton, Jason, With Contrib. by, Hinsch, Martin, With Contrib. by, Nurse, Sarah, With Contrib. by, Prike, Toby, With Contrib. by, Reinhardt, Oliver, With Contrib. by, Smith, Peter W.F., With Contrib. by, Uhrmacher, Adelinde M., With Contrib. by, and Warnke, Tom, With Contrib. by

Published
2022
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35. Simulation studies of social systems: telling the story based on provenance patterns.

Author

Wilsdorf P, Reinhardt O, Prike T, Hinsch M, Bijak J, and Uhrmacher AM

Abstract

Social simulation studies are complex. They typically combine various data sources and hypotheses about the system's mechanisms that are integrated by intertwined processes of model building, simulation experiment execution and analysis. Various documentation approaches exist to increase the transparency and traceability of complex social simulation studies. Provenance standards enable the formalization of information on sources and activities, which contribute to the generation of an entity, in a queryable and computationally accessible manner. Provenance patterns can be defined as constraints on the relationships between specific types of activities and entities of a simulation study. In this paper, we refine the provenance pattern-based approach to address specific challenges of social agent-based simulation studies. Specifically, we focus on the activities and entities involved in collecting and analysing primary data about human decisions, and the collection and quality assessment of secondary data. We illustrate the potential of this approach by applying it to central activities and results of an agent-based simulation project and by presenting its implementation in a web-based tool., Competing Interests: We declare we have no competing interests., (© 2024 The Authors.)

Published
2024
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