In this paper we introduce a calibration procedure suitable for the validation of agent based models. Starting from the well-known financial model of Brock and Hommes 1998, we show how an appro- priate calibration technique makes the model able to describe price time series.The calibration results show that the simplest version of the Brock and Hommes model, with two trader types, fundamentalists and trend-followers, well replicates the price series of four sub-sectoral banking indexes, representing different geographical areas. Moreover, we show how the parameter values of the calibrated model are important to analyse the trader behavior on the different investigated markets
This article presents XGB-Chiarella, a powerful new approach for deploying agent-based models to gen...
Interest in agent-based models of financial markets and the wider economy has increased consistently...
We explored the application of a machine learning method, Logitboost, to automati-cally calibrate a ...
In this paper we introduce a calibration procedure for validating of agent based models. Starting fr...
In this paper we introduce a calibration procedure for validating of agent based models. Starting fr...
A dissertation submitted in fulfillment of the requirements of the degree of Master of Science in ...
In this paper, we show that the values of parameters of a well-calibrated model are useful in detect...
Agent based models are very widely used in different disciplines. In financial markets, they can be ...
We develop an agent-based model in which heterogeneous and boundedly rational agents interact by tra...
We develop an empirical model of heterogeneous agents to study the dynamics of the European sovereig...
<div><p>Since the 2008 financial crisis, agent-based models (ABMs), which account for out-of-equilib...
The present paper tests a new model comparison methodology by comparing multiple calibrations of thr...
Since the 2008 financial crisis, agent-based models (ABMs), which account for out-of-equilibrium dyn...
The use of agent-based models (ABMs) has increased in the last years to simulate social systems and,...
This paper proposes a general computational framework for empirical estimation of financial agent ba...
This article presents XGB-Chiarella, a powerful new approach for deploying agent-based models to gen...
Interest in agent-based models of financial markets and the wider economy has increased consistently...
We explored the application of a machine learning method, Logitboost, to automati-cally calibrate a ...
In this paper we introduce a calibration procedure for validating of agent based models. Starting fr...
In this paper we introduce a calibration procedure for validating of agent based models. Starting fr...
A dissertation submitted in fulfillment of the requirements of the degree of Master of Science in ...
In this paper, we show that the values of parameters of a well-calibrated model are useful in detect...
Agent based models are very widely used in different disciplines. In financial markets, they can be ...
We develop an agent-based model in which heterogeneous and boundedly rational agents interact by tra...
We develop an empirical model of heterogeneous agents to study the dynamics of the European sovereig...
<div><p>Since the 2008 financial crisis, agent-based models (ABMs), which account for out-of-equilib...
The present paper tests a new model comparison methodology by comparing multiple calibrations of thr...
Since the 2008 financial crisis, agent-based models (ABMs), which account for out-of-equilibrium dyn...
The use of agent-based models (ABMs) has increased in the last years to simulate social systems and,...
This paper proposes a general computational framework for empirical estimation of financial agent ba...
This article presents XGB-Chiarella, a powerful new approach for deploying agent-based models to gen...
Interest in agent-based models of financial markets and the wider economy has increased consistently...
We explored the application of a machine learning method, Logitboost, to automati-cally calibrate a ...