Agent-Based Modelling and Sensitivity Analysis by Experimental Design and Metamodelling: An Application to Modelling Regional Structural Change
This paper presents the application of the sensitivity analysis techniques Design of Experiments (DOE) and metamodelling to the agent-based model AgriPoliS, which is a spatial and dynamic simulation model of regional structural change. DOE and metamodelling provide a more systematic analysis of results of complex simulation models. When summarising the results, it becomes clear that interest rates, technical change and managerial ability influence average economic land rent the most.
|Date of creation:||2005|
|Contact details of provider:|| Web page: http://www.eaae.org|
More information through EDIRC
Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.:
- Kleijnen, J.P.C., 1999. "Validation of models : Statistical techniques and data availability," Other publications TiSEM f2238bd9-e4c9-430a-96f2-a, Tilburg University, School of Economics and Management.
- Balmann, Alfons & Happe, Kathrin & Kellermann, Konrad & Kleingarn, Anne, 2001.
"Adjustment Costs Of Agri-Environmental Policy Switchings - A Multi-Agent Approach,"
2001 Annual meeting, August 5-8, Chicago, IL
20506, American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association).
- Alfons Balmann, Kathrin Happe, Konrad Kellermann, Anne Kleingarn, 2001. "Adjustment Costs of Agri-Environmental Policy Switchings: A Multi-Agent Approach," Computing in Economics and Finance 2001 148, Society for Computational Economics.
- Kleijnen, J.P.C., 1999. "Validation of Models : Statistical Techniques and Data Availability," Discussion Paper 1999-104, Tilburg University, Center for Economic Research.
- Happe, Kathrin & Balmann, Alfons & Kellermann, Konrad, 2004. "The agricultural policy simulator (AgriPoliS): an agent-based model to study structural change in agriculture (Version 1.0)," IAMO Discussion Papers 71, Leibniz Institute of Agricultural Development in Central and Eastern Europe (IAMO).
- Balmann, Alfons, 1997. "Farm-Based Modelling of Regional Structural Change: A Cellular Automata Approach," European Review of Agricultural Economics, Foundation for the European Review of Agricultural Economics, vol. 24(1), pages 85-108. Full references (including those not matched with items on IDEAS)