Economics with Heterogeneous Interacting Agents: A Practical Guide to Agent-Based Modeling (New Economic Windows)
暫譯: 異質互動代理的經濟學:代理基礎建模實用指南(新經濟視窗)

  • 出版商: Springer
  • 出版日期: 2018-04-22
  • 售價: $5,380
  • 貴賓價: 9.5$5,111
  • 語言: 英文
  • 頁數: 205
  • 裝訂: Paperback
  • ISBN: 3319829726
  • ISBN-13: 9783319829722
  • 相關分類: 經濟學 Economy
  • 海外代購書籍(需單獨結帳)

商品描述

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.

商品描述(中文翻譯)

本書提供了一個實用的代理基礎經濟模型指南,採用「邊做邊學」的方法,幫助讀者掌握創建和分析代理基礎模型所需的基本工具。在提供基本的代理基礎建模「工具包」後,本書詳細介紹並討論了真實金融和經濟系統的教學模型。

本書強調了這種方法固有的自下而上的視角的主要特徵和優勢,同時突出了模型構建過程中的邏輯和實際步驟。還提供了使用 R 和 C 開發的底層代碼的詳細描述。此外,每個教學模型都附有旨在促進讀者主動學習的練習和應用。遵循相同的方法,本書還介紹了分析和驗證模型所需的幾個補充工具,例如敏感性實驗、校準練習、經濟網絡和統計分佈分析。

到本書結束時,讀者將對代理基礎方法論有更深入的理解,並準備使用開發自己經濟模型所需的基本技術。因此,《具有異質互動代理的經濟學》將特別吸引研究生和碩士生,以及對在課程中納入代理基礎經濟建模概述感興趣的學術機構和講師。