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Towards Bayesian Model-Based Demography

Agency, Complexity and Uncertainty in Migration Studies

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  • 292 strony
  • 11 godzin czytania

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The book introduces a pioneering methodology for constructing agent-based models of international migration, emphasizing the complexity and uncertainty of population movements. It details the development of simulation models featuring intelligent agents that interact within networks and institutions. By merging behavioral and social theories with formal modeling through a Bayesian framework, it addresses knowledge gaps in cognitive decision-making under uncertainty. This iterative, bottom-up approach enhances understanding in migration studies and contributes broadly to social sciences.

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Towards Bayesian Model-Based Demography, Jakub Bijak

Język
Rok wydania
2021
Oprawa
(twarda)
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Tytuł
Towards Bayesian Model-Based Demography
Podtytuł
Agency, Complexity and Uncertainty in Migration Studies
Język
angielski
Rok wydania
2021
Oprawa
twarda
Liczba stron
292
ISBN13
9783030830380
Seria
Tagi
Opis
The book introduces a pioneering methodology for constructing agent-based models of international migration, emphasizing the complexity and uncertainty of population movements. It details the development of simulation models featuring intelligent agents that interact within networks and institutions. By merging behavioral and social theories with formal modeling through a Bayesian framework, it addresses knowledge gaps in cognitive decision-making under uncertainty. This iterative, bottom-up approach enhances understanding in migration studies and contributes broadly to social sciences.