Optimal Transport Statistics for Economics and Related Topics: Studies in Systems, Decision and Control, cartea 483
Editat de Nguyen Ngoc Thach, Vladik Kreinovich, Doan Thanh Ha, Nguyen Duc Trungen Limba Engleză Hardback – 31 oct 2023
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Specificații
ISBN-13: 9783031357626
ISBN-10: 3031357620
Ilustrații: XI, 700 p. 117 illus., 101 illus. in color.
Dimensiuni: 155 x 235 mm
Greutate: 1.17 kg
Ediția:1st ed. 2024
Editura: Springer Nature Switzerland
Colecția Springer
Seria Studies in Systems, Decision and Control
Locul publicării:Cham, Switzerland
ISBN-10: 3031357620
Ilustrații: XI, 700 p. 117 illus., 101 illus. in color.
Dimensiuni: 155 x 235 mm
Greutate: 1.17 kg
Ediția:1st ed. 2024
Editura: Springer Nature Switzerland
Colecția Springer
Seria Studies in Systems, Decision and Control
Locul publicării:Cham, Switzerland
Cuprins
Textul de pe ultima copertă
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.
Caracteristici
Covers data processing techniques, with economic and financial application being the unifying theme
Describes econometric techniques, ranging from traditional statistical techniques to more innovative ones
Emphasizes techniques of optimal transport statistics
Describes econometric techniques, ranging from traditional statistical techniques to more innovative ones
Emphasizes techniques of optimal transport statistics