手法を比較
選択した手法を並べて確認できます。異なる行はハイライト表示されます。
| エージェントベース・ミクロシミュレーション× | マイクロシミュレーション× | |
|---|---|---|
| 分野 | シミュレーション | シミュレーション |
| 系統 | Process / pipeline | Process / pipeline |
| 提唱年≠ | 1957 (microsimulation); 2000s (hybrid ABMS) | 1957 |
| 提唱者≠ | Orcutt, G. H. (microsimulation roots); Bonabeau, E. and others (ABM integration) | Guy Orcutt (concept, 1957); modern tax-transfer frameworks developed through EUROMOD and related projects |
| 種類≠ | Hybrid simulation | Policy simulation / computational social science |
| 原典≠ | Birkin, M., & Clarke, M. (2012). The enhancement of spatial microsimulation models using geodemographics. Annals of Regional Science, 49(2), 515–532. DOI ↗ | O'Donoghue, C. (Ed.) (2014). Handbook of Microsimulation Modelling. Emerald. DOI ↗ |
| 別名≠ | ABMS, Agent-Based Micro-Simulation, Microsimulation with Agent-Based Modeling, Hybrid ABM-Microsimulation | Mikrosimülasyon, micro-simulation, policy microsimulation |
| 関連 | 5 | 5 |
| 概要≠ | Agent-based microsimulation (ABMS) merges traditional microsimulation's individual-level statistical tracking with agent-based modeling's behavioral rules and interaction mechanisms. It creates virtual populations of heterogeneous agents who evolve over time according to transition probabilities, adaptive behaviors, and social interactions, producing emergent system-level outcomes from micro-level dynamics. | Microsimulation is a computational method that simulates policy effects by operating directly on a population of individual micro-units — households, firms, patients — and applying rules to each unit according to its own demographic, economic, and behavioural characteristics. Developed conceptually by Guy Orcutt in 1957, it has become the standard tool for evaluating tax reform, pension systems, and health policy before implementation. |
| ScholarGateデータセット ↗ |
|
|