Complexity and Model Comparison in Agent Based Modeling of Financial Markets

Agent based models of financial markets follow different approaches and might be categorized according to major building blocks used. Such building blocks include agent design, agent evolution, and the price finding mechanism. The performance of agent based models in matching key features of rea...

وصف كامل

محفوظ في:
التفاصيل البيبلوغرافية
الحاوية / القاعدة:MAGKS - Joint Discussion Paper Series in Economics (Band 28-2015)
المؤلفون الرئيسيون: Mandes, Alexandru, Winker, Peter
التنسيق: مقال
اللغة:الإنجليزية
منشور في: Philipps-Universität Marburg 2015
الموضوعات:
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الوصف
الملخص:Agent based models of financial markets follow different approaches and might be categorized according to major building blocks used. Such building blocks include agent design, agent evolution, and the price finding mechanism. The performance of agent based models in matching key features of real market processes depends on how these building blocks are selected and combined. For model comparison, both, measures of model fit and model complexity are required. Some suggestions are made on how to measure complexity of agent based models. An application for the foreign exchange market illustrates the potential of this approach.
وصف مادي:38 Seiten
تدمد:1867-3678
DOI:10.17192/es2024.0387