Bayesian estimation of agent-based models
We consider Bayesian inference techniques for agent-based (AB) models, as an alternative
to simulated minimum distance (SMD). Three computationally heavy steps are involved:(i) …
to simulated minimum distance (SMD). Three computationally heavy steps are involved:(i) …
Macroeconomics with heterogeneous agent models: fostering transparency, reproducibility and replication
This paper provides a detailed description of the Eurace@ Unibi model, which has been
developed as a versatile tool for macroeconomic analysis and policy experiments. The …
developed as a versatile tool for macroeconomic analysis and policy experiments. The …
Why do we need agent-based macroeconomics?
We are entering the third decade of the twenty-first century with profound uncertainties and
crucial challenges for the world economy. Phenomena like climate change, digital …
crucial challenges for the world economy. Phenomena like climate change, digital …
[图书][B] Towards Bayesian model-based demography: Agency, complexity and uncertainty in migration studies
J Bijak - 2022 - library.oapen.org
This open access book presents a ground-breaking approach to developing micro-
foundations for demography and migration studies. It offers a unique and novel methodology …
foundations for demography and migration studies. It offers a unique and novel methodology …
An empirical validation protocol for large-scale agent-based models
S Barde, S van Der Hoog - 2017 - papers.ssrn.com
Despite recent advances in bringing agent-based models (ABMs) to the data, the estimation
or calibration of model parameters remains a challenge, especially when it comes to large …
or calibration of model parameters remains a challenge, especially when it comes to large …
What Is the European Central Bank Supposed to Do?
CA Hartwell - Accounting, Economics, and Law: A Convivium, 2023 - degruyter.com
Abstract In July 2021, the European Central Bank (ECB) published a new monetary policy
strategy, the first time in 17 years that it had undertaken a review of its monetary policy. In the …
strategy, the first time in 17 years that it had undertaken a review of its monetary policy. In the …
Sequential Bayesian inference for agent-based models with application to the Chinese business cycle
J Zhang, Q Zhang, Y Li, Q Wang - Economic Modelling, 2023 - Elsevier
Abstract Agent-based models (ABMs), which model the evolving system through the
interactive behavior of agents, are often challenged by inaccurate estimates. However …
interactive behavior of agents, are often challenged by inaccurate estimates. However …
[HTML][HTML] Bringing markets back into economics: On economy wide self-coordination by boundedly rational market agents
G Eliasson - Journal of Economic Behavior & Organization, 2023 - Elsevier
Markets, I argue, matter significantly for macroeconomic development. The reason for this
strange statement is that policy practice in industrialized market economies is routinely …
strange statement is that policy practice in industrialized market economies is routinely …
Framework for Integrated Use of Agent-Based and Ambient-Oriented Modeling
Agent-based modeling (ABM) is a flexible and simulation-friendly modeling approach.
Ambient-oriented modeling is effective for systems containing ambient and spatial …
Ambient-oriented modeling is effective for systems containing ambient and spatial …