Simulations and Modeling

Università Commerciale Luigi Bocconi

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20599 - Simulations and Modeling Notes Pt.2 (DSBA)

Samenvatting

20599 - Simulations and Modeling Notes Pt.2 (DSBA)
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52

september 2024

2022/2023
These notes cover advanced simulation models with a focus on Agent-based Models (ABM) and Network Science. ABM is covered with details on agents, decision rules, environment and interactions, including Schelling's segregation model and the Axelrod model. In network science, concepts such as centrality, clustering coefficient, random and scale-free network models, and the small-world phenomenon are discussed. Finally, epidemiological models on networks, including SI, SIS and SIR, and community d...
edoardomorresi
$13.27 Meer Info

20599 - Simulations and Modeling Notes Pt.1 (DSBA)

Samenvatting

20599 - Simulations and Modeling Notes Pt.1 (DSBA)
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26

september 2024

2022/2023
These notes cover the main simulation and modeling models of population growth and interaction, with epidemiological applications. Euler's geometric growth model with introduction of births and deaths, and the Lotka-Volterra model for prey and predators are covered. Advanced models such as the SIR model for epidemics are also explored, including variants such as SEIR and population structure. Methods of calibration and parameter estimation using the Maximum Verisimilitude and Markov Chain Monte...
edoardomorresi
$13.15 Meer Info

Simulations and Modeling

Università Commerciale Luigi Bocconi

20599 - Simulations and Modeling Notes Pt.2 (DSBA)

20599 - Simulations and Modeling Notes Pt.1 (DSBA)