Caiani Economics with Heterogeneous Interacting Agents 9783319440569

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Автор: Caiani
Название: Economics with Heterogeneous Interacting Agents
ISBN: 9783319440569
Издательство: Springer
Классификация:

Макроэкономика

Микроэкономика

Эконометрика

Вероятность и статистика

ISBN-10: 331944056X
Обложка/Формат: Hardback
Страницы: 205
Вес: 0.50 кг.
Дата издания: 2016
Серия: New Economic Windows
Язык: English
Иллюстрации: 44 black & white illustrations, 6 colour illustrations, biography
Размер: 234 x 156 x 14
Читательская аудитория: Professional & vocational
Основная тема: Business/Economics
Подзаголовок: A Practical Guide to Agent-Based Modeling
Ссылка на Издательство: Link
Рейтинг:
Поставляется из: Германии
Описание: This book offers a practical guide to Agent Based economic modeling, adopting a “learning by doing” approach to help the reader master the fundamental tools needed to create and analyze Agent Based models. After providing them with a basic “toolkit” for Agent Based modeling, it present and discusses didactic models of real financial and economic systems in detail. While stressing the main features and advantages of the bottom-up perspective inherent to this approach, the book also highlights the logic and practical steps that characterize the model building procedure. A detailed description of the underlying codes, developed using R and C, is also provided. In addition, each didactic model is accompanied by exercises and applications designed to promote active learning on the part of the reader. Following the same approach, the book also presents several complementary tools required for the analysis and validation of the models, such as sensitivity experiments, calibration exercises, economic network and statistical distributions analysis.By the end of the book, the reader will have gained a deeper understanding of the Agent Based methodology and be prepared to use the fundamental techniques required to start developing their own economic models.Accordingly, “Economics with Heterogeneous Interacting Agents” will be of particular interest to graduate and postgraduate students, as well as to academic institutions and lecturers interested in including an overview of the AB approach to economic modeling in their courses.
Дополнительное описание: Part I Introduction to Agent Based Economics (Editors).- A brief historical and theoretical overview of the methodology.- From the micro to the macro.- Part II Getting started: The logical structure of an AB model.- Thinking agents and their behaviors.- T

Economics with Heterogeneous Interacting Agents, Caiani