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Uncertainty Analysis in Econometrics with Applications: Advances in Intelligent Systems and Computing, cartea 200

Editat de Van-Nam Huynh, Vladik Kreinovich, Songsak Sriboonchitta, Komsan Suriya
en Limba Engleză Paperback – 14 dec 2012
Unlike uncertain dynamical systems in physical sciences where models for prediction are somewhat given to us by physical laws, uncertain dynamical systems in economics need statistical models. In this context, modeling and optimization surface as basic ingredients for fruitful applications. This volume concentrates on the current methodology of copulas and maximum entropy optimization.
This volume contains main research presentations at the Sixth International Conference of the Thailand Econometrics Society held at the Faculty of Economics, Chiang Mai University, Thailand, during January 10-11, 2013. It consists of keynote addresses, theoretical and applied contributions. These contributions to Econometrics are somewhat centered around the theme of Copulas and Maximum Entropy Econometrics. The method of copulas is applied to a variety of economic problems where multivariate model building and correlation analysis are needed. As for the art of choosing copulas in practical problems, the principle of maximum entropy surfaces as a potential way to do so. The state-of-the-art of Maximum Entropy Econometrics is presented in the first keynote address, while the second keynote address focusses on testing stationarity in economic time series data.
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Specificații

ISBN-13: 9783642354427
ISBN-10: 3642354424
Pagini: 336
Ilustrații: XVI, 319 p. 34 illus.
Dimensiuni: 155 x 235 x 18 mm
Greutate: 0.48 kg
Ediția:2013
Editura: Springer Berlin, Heidelberg
Colecția Springer
Seria Advances in Intelligent Systems and Computing

Locul publicării:Berlin, Heidelberg, Germany

Public țintă

Research

Cuprins

Part I Keynote Addresses.- Part II Fundamental Theory.- Part III Applications.

Textul de pe ultima copertă

Unlike uncertain dynamical systems in physical sciences where models for prediction are somewhat given to us by physical laws, uncertain dynamical systems in economics need statistical models. In this context, modeling and optimization surface as basic ingredients for fruitful applications. This volume concentrates on the current methodology of copulas and maximum entropy optimization.
This volume contains main research presentations at the Sixth International Conference of the Thailand Econometrics Society held at the Faculty of Economics, Chiang Mai University, Thailand, during January 10-11, 2013. It consists of keynote addresses, theoretical and applied contributions. These contributions to Econometrics are somewhat centered around the theme of Copulas and Maximum Entropy Econometrics. The method of copulas is applied to a variety of economic problems where multivariate model building and correlation analysis are needed. As for the art of choosing copulas in practical problems, the principle of maximum entropy surfaces as a potential way to do so. The state-of-the-art of Maximum Entropy Econometrics is presented in the first keynote address, while the second keynote address focusses on testing stationarity in economic time series data.

Caracteristici

Presents recent research on Maximum Entropy Econometrics and Related Topics Proceedings of the Sixth International Conference of the Thailand Econometric Society TES'2013 Written by leading experts in the field