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Titlebook: Optimal Transport Statistics for Economics and Related Topics; Nguyen Ngoc Thach,Vladik Kreinovich,Nguyen Duc Tru Book 2024 The Editor(s)

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書目名稱Optimal Transport Statistics for Economics and Related Topics
編輯Nguyen Ngoc Thach,Vladik Kreinovich,Nguyen Duc Tru
視頻videohttp://file.papertrans.cn/703/702941/702941.mp4
概述Covers data processing techniques, with economic and financial application being the unifying theme.Describes econometric techniques, ranging from traditional statistical techniques to more innovative
叢書名稱Studies in Systems, Decision and Control
圖書封面Titlebook: Optimal Transport Statistics for Economics and Related Topics;  Nguyen Ngoc Thach,Vladik Kreinovich,Nguyen Duc Tru Book 2024 The Editor(s)
描述.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: ? inspire practitioners to learn how to apply state-of-the-art techniques, especially techniques of optimal transport statistics, to economic and financial problems, and ? inspire researchers to further impro
出版日期Book 2024
關(guān)鍵詞Optimal Transport; Maximum Entropy Learning; Interval Uncertainty; Nash Equilibrium; Economic Activity
版次1
doihttps://doi.org/10.1007/978-3-031-35763-3
isbn_softcover978-3-031-35765-7
isbn_ebook978-3-031-35763-3Series ISSN 2198-4182 Series E-ISSN 2198-4190
issn_series 2198-4182
copyrightThe Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerl
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,Why Quantiles Are a?Good Description of?Volatility in?Economics: An Alternative Explanation,erceive as risk. In this paper, we analyze this situation from the viewpoint of decision theory, and we show that this analysis naturally leads to the Value-at-Risk, i.e., to a quantile..Interestingly, this analysis also naturally leads to an optimization problem related to quantile regression.
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