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Towards Bayesian Model-Based Demography
  • Language: en
  • Pages: 277

Towards Bayesian Model-Based Demography

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 for creating empirically grounded agent-based models of international migration – one of the most uncertain population processes and a top-priority policy area. The book discusses in detail the process of building a simulation model of migration, based on a population of intelligent, cognitive agents, their networks and institutions, all interacting with one another. The proposed model-based approach integrates behavioural and social theory with formal modelling, by embedding the interdisciplinary modelling process within a...

Forecasting International Migration in Europe: A Bayesian View
  • Language: en
  • Pages: 318

Forecasting International Migration in Europe: A Bayesian View

International migration is becoming an increasingly important element of contemporary demographic dynamics and yet, due to its high volatility, it remains the most unpredictable element of population change. In Europe, population forecasting is especially difficult because good-quality data on migration are lacking. There is a clear need for reliable methods of predicting migration since population forecasts are indispensable for rational decision making in many areas, including labour markets, social security or spatial planning and organisation. In addressing these issues, this book adopts a Bayesian statistical perspective, which allows for a formal incorporation of expert judgement, while describing uncertainty in a coherent and explicit manner. No prior knowledge of Bayesian statistics is assumed. The outcomes are discussed from the point of view of forecast users (decision makers), with the aim to show the relevance and usefulness of the presented methods in practical applications.

Forecasting International Migration in Europe: A Bayesian View
  • Language: en
  • Pages: 316

Forecasting International Migration in Europe: A Bayesian View

  • Type: Book
  • -
  • Published: 2010-11-30
  • -
  • Publisher: Springer

International migration is becoming an increasingly important element of contemporary demographic dynamics and yet, due to its high volatility, it remains the most unpredictable element of population change. In Europe, population forecasting is especially difficult because good-quality data on migration are lacking. There is a clear need for reliable methods of predicting migration since population forecasts are indispensable for rational decision making in many areas, including labour markets, social security or spatial planning and organisation. In addressing these issues, this book adopts a Bayesian statistical perspective, which allows for a formal incorporation of expert judgement, while describing uncertainty in a coherent and explicit manner. No prior knowledge of Bayesian statistics is assumed. The outcomes are discussed from the point of view of forecast users (decision makers), with the aim to show the relevance and usefulness of the presented methods in practical applications.

Forecasting international migration
  • Language: en
  • Pages: 56

Forecasting international migration

  • Type: Book
  • -
  • Published: 2006
  • -
  • Publisher: Unknown

None

International Migration and the Future of Populations and Labour in Europe
  • Language: en
  • Pages: 349

International Migration and the Future of Populations and Labour in Europe

The changes of populations are determined by fertility, mortality and migration. On the national level, international migration is a factor of increasing demographic, economic, social and political importance. This book addresses the debate on the impact of international migration and economic activity on population and labour force resources in future. It presents a study conducted for 27 European countries, looking 50 years ahead (2002-2052). An extended discussion of theories and factors underlying the assumed evolution of the components of change and economic activity is included as well as a detailed analysis of the historical trends. These theoretical and empirical considerations lead ...

From Uncertainty to Policy: A Guide to Migration Scenarios
  • Language: en

From Uncertainty to Policy: A Guide to Migration Scenarios

  • Type: Book
  • -
  • Published: 2024-12-28
  • -
  • Publisher: Unknown

This unique book provides a practical and interdisciplinary blueprint for determining quantitative scenarios of future international migration. Focusing on complexity and uncertainty as the defining challenges of migration, it explores how scenario building can be used to inform and underpin effective migration policy and practice. Through conceptual, theoretical and methodological analysis, From Uncertainty to Policy: A Guide to Migration Scenarios outlines the current state of the art in future-oriented migration studies. Highlighting key lessons and recommendations, expert contributors assess both the opportunities and limitations of scenario building as an analytical device. They combine...

Statistics or reality?
  • Language: en
  • Pages: 29

Statistics or reality?

  • Type: Book
  • -
  • Published: 2006
  • -
  • Publisher: Unknown

None

Towards Bayesian Model-based Demography
  • Language: en

Towards Bayesian Model-based Demography

  • Type: Book
  • -
  • Published: 2022
  • -
  • Publisher: Unknown

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 for creating empirically grounded agent-based models of international migration - one of the most uncertain population processes and a top-priority policy area. The book discusses in detail the process of building a simulation model of migration, based on a population of intelligent, cognitive agents, their networks and institutions, all interacting with one another. The proposed model-based approach integrates behavioural and social theory with formal modelling, by embedding the interdisciplinary modelling process within a w...

Bayesian methods in international migration forecasting
  • Language: en
  • Pages: 27

Bayesian methods in international migration forecasting

  • Type: Book
  • -
  • Published: 2005
  • -
  • Publisher: Unknown

None

Forecasting International Migration in Europe
  • Language: en
  • Pages: 187