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[PDF][PDF] Agent-based modeling in economics and finance: Past, present, and future
Agent-based modeling (ABM) is a novel computational methodology for representing the
behavior of individuals in order to study social phenomena. Its use is rapidly growing in …
behavior of individuals in order to study social phenomena. Its use is rapidly growing in …
Limit order book simulation with generative adversarial networks
We propose a nonparametric method for simulating the dynamics of a limit order book using
Generative Adversarial Networks (GAN) to learn the conditional distribution of the future …
Generative Adversarial Networks (GAN) to learn the conditional distribution of the future …
Neural stochastic agent-based limit order book simulation: A hybrid methodology
Modern financial exchanges use an electronic limit order book (LOB) to store bid and ask
orders for a specific financial asset. As the most fine-grained information depicting the …
orders for a specific financial asset. As the most fine-grained information depicting the …