D'Orazio, Paola and Giulioni, Gianfranco (2017) From Micro Behaviors to Macro Dynamics: An Agent-Based Economic Model with Consumer Credit. Journal of Artificial Societies and Social Simulation, 20 (1). ISSN 1460-7425
get_pdf.php - Published Version
Download (66B)
Abstract
The paper develops an agent-based model populated by heterogeneous consumers, a productive sector and a banking sector. Taking a bottom up approach, the paper aims at providing a first tool to analyze households' borrowing dynamics in the different phases of the business cycle by relaxing some assumptions of mainstream consumption models and considering more realistic household borrowing behaviors. Although very simple, the model allows us to grasp the main implications of the interaction between consumers' wants (desired consumption), consumers' beliefs (their expectations about their future income), the behavior of the banking sector (rationing) and the behavior of the production sector (forecasting future demand). After presenting and discussing sensitivity analysis over a parameters' set, the paper reports results and the ex-post validation by comparing artificial and empirical distributions computed using the European Household Finance and Consumption Survey data set.
Item Type: | Article |
---|---|
Subjects: | OA Open Library > Computer Science |
Depositing User: | Unnamed user with email support@oaopenlibrary.com |
Date Deposited: | 12 Oct 2023 05:44 |
Last Modified: | 12 Oct 2023 05:44 |
URI: | http://archive.sdpublishers.com/id/eprint/1318 |