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Titlebook: Agent-Based Modelling in Population Studies; Concepts, Methods, a André Grow,Jan Van Bavel Book 2017 Springer International Publishing Swit

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发表于 2025-3-26 21:06:24 | 显示全部楼层
https://doi.org/10.1007/978-3-642-73208-9ertility. Based on these three examples we discuss the various steps that need to be followed when building up an agent-based model. These include the choice of the characteristics and rules of the agents together with the definition of how agents may interact and how macroeconomic behaviour may feed back on the micro-level decision processes.
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Richard E. Stoiber,Stearns A. Morses used to specify a micro-simulation model of emigration decision-making. The validity of the model is assessed by determining how well the model predicts stylized facts about international migration.
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Agent-Based Computational Demography and Microsimulation Using JAS-mineof the JAS-mine project and the main architectural choices made, we illustrate a step-by-step implementation of a rich dynamic microsimulation, which includes demographic processes (birth, death, household formation and dissolution) and other life course events (educational choices, labour market participation and employment outcomes).
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Simulating Synthetic Life Courses of Individuals and Couples, and Mate Matchinglity. Our description puts into perspective the differences between microsimulation and agent-based modeling, their relative strength, and limitations. We use the ml-DEVS formalism to specify the novel simulation approach and the modeling and simulation framework JAMES II to implement it. Projecting
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Regression Metamodels for Sensitivity Analysis in Agent-Based Computational Demographylysis of an agent-based model of educational assortative mating that is based on data on the structure of Belgian marriage markets between 1921 and 2012. I close the chapter with a discussion of the benefits and limitations of regression metamodels and point the reader to further readings on this to
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How to Describe Agent-Based Models in Population Studies?hic ABMs. We describe the main elements of the ODD + D protocol and subsequently present the results of an experiment illustrating its usefulness to describe an agent-based model of circular migration. We conclude that protocols such as the ODD + D are not only useful to compile a model description,
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Deciding to Disclose: A Decision Theoretic Agent Model of Pregnancy and Alcohol Misusent that uses the same information, a more complex Bayesian risk minimiser with full access to the structure of the decision problem, and a Cumulative Prospect Theory (CPT) rule. In simulation, we recreate two key qualitative trends described in the midwifery literature for all the decision models, a
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