Non-Fiction Books:

Optimal Transport Statistics for Economics and Related Topics

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Hardback
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Description

This volume emphasizes techniques of optimal transport statistics, but it also describes and uses other econometric techniques, ranging from more traditional statistical techniques to more innovative ones such as quantiles (in particular, multidimensional quantiles), maximum entropy approach, and machine learning. Applications range from general analysis of GDP growth, stock market, and consumer prices to analysis of specific sectors of economics (construction, credit and banking, energy, health, labor, textile, tourism, international trade) to specific issues affecting economy such as bankruptcy, effect of Covid-19 pandemic, effect of pollution, effect of gender, cryptocurrencies, and the existence of shadow economy. Papers presented in this volume also cover data processing techniques, with economic and financial application being the unifying theme. This volume shows what has been achieved, but even more important are remaining open problems. We hope that this volume will: ˆ inspire practitioners to learn how to apply state-of-the-art techniques, especially techniques of optimal transport statistics, to economic and financial problems, and ˆ inspire researchers to further improve the existing techniques and to come up with new techniques for studying economic and financial phenomena.
Release date Australia
October 31st, 2023
Contributors
  • Edited by Doan Thanh Ha
  • Edited by Nguyen Duc Trung
  • Edited by Nguyen Ngoc Thach
  • Edited by Vladik Kreinovich
Pages
700
Edition
1st ed. 2024
Audience
  • Professional & Vocational
Illustrations
101 Illustrations, color; 16 Illustrations, black and white; XI, 700 p. 117 illus., 101 illus. in color.
ISBN-13
9783031357626
Product ID
36829978

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