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ngoc thach nguyen (curatore); kreinovich vladik (curatore); ha doan thanh (curatore); trung nguyen duc (curatore) - optimal transport statistics for economics and related topics

Optimal Transport Statistics for Economics and Related Topics

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Dettagli

Genere:Libro
Lingua: Inglese
Editore:

Springer

Pubblicazione: 10/2023
Edizione: 1st ed. 2024





Trama

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 improve the existing techniques and to come up with new techniques for studying economic and financial phenomena.





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Altre Informazioni

ISBN:

9783031357626

Condizione: Nuovo
Collana: Studies in Systems, Decision and Control
Dimensioni: 235 x 155 mm Ø 1232 gr
Formato: Copertina rigida
Illustration Notes:XI, 700 p. 117 illus., 101 illus. in color.
Pagine Arabe: 700
Pagine Romane: xi


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