A dynamic network model for interbank market
نویسندگان
چکیده
In this paper, a dynamic network model based on agent behavior is introduced to explain the formationmechanismof interbankmarket network.We investigate the impact of credit lending preference on interbank market network topology, the evolution of interbank market network and stability of interbank market. Experimental results demonstrate that interbank market network is a small-world network and cumulative degree follows the power-law distribution. We find that the interbank network structure keeps dynamic stability in the network evolution process. With the increase of bank credit lending preference, network clustering coefficient increases and average shortest path length decreases monotonously, which improves the stability of the network structure. External shocks are main threats for the interbank market and the reduction of bank external investment yield rate and deposits fluctuations contribute to improve the resilience of the banking system. © 2016 Elsevier B.V. All rights reserved.
منابع مشابه
Intelligent multi-agent modeling of the interbank network and evaluation of the impact of regulatory policies
agent-based modeling is an emerging computational technique that makes it possible to simulate complex economic systems, including the banking network, with a bottom-up approach. In this paper, the country's banking network is simulated with an intelligent multi-agent modeling model and indicates that these agents behave based on the adaptive learning. This modeling has been done with the aim o...
متن کاملStatic and dynamic networks in interbank markets
This paper proposes a model of network interactions in the interbank market. Our innovation is to model systemic risk in the interbank network as the propagation of incentives or strategic behavior rather than the propagation of losses after default. Transmission in our model is not based on default. Instead, we explain bank profitability based on competition incentives and the outcome of a str...
متن کاملResilience of Interbank Market Networks to Shocks
This paper first constructs a tiered network model of the interbank market. Then, from the perspective of contagion risk, it studies numerically the resilience of four types of interbank market network models to shocks, namely, tiered networks, random networks, small-world networks, and scale-free networks. This paper studies the interbank market with homogeneous and heterogeneous banks and ana...
متن کاملA dynamic network model with persistent links and node-specific latent variables, with an application to the interbank market
We propose a dynamic network model where two mechanisms control the probability of a link between two nodes: (i) the existence or absence of this link in the past, and (ii) node-specific latent variables (dynamic fitnesses) describing the propensity of each node to create links. Assuming a Markov dynamics for both mechanisms, we propose an Expectation-Maximization algorithm for model estimation...
متن کاملThe Impact of Liquidity Requirements on Central Bank Policies in Interbank Market of Iran
The interbank rate has a great impact on the bank's economic activities that it is one of the important instrument for central bank policy. Banks to back up their funds or liquidity demand participate in the interbank market. These change their needed or surplus liquidity based on interbank market conditions. According to this, liquidity requirements can change the central banks' monetary poli...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
عنوان ژورنال:
دوره شماره
صفحات -
تاریخ انتشار 2016