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Predictive Econometrics and Big Data
Hardcover
Series: Studies in Computational Intelligence, Book 753
EconomicsTechnology & EngineeringGeneral Computers
ISBN13: 9783319709413
Publisher: Springer Nature
Published: Dec 2 2017
Pages: 780
Weight: 2.82
Height: 1.69 Width: 6.14 Depth: 9.21
Language: English
This book presents recent research on predictive econometrics and big data. Gathering edited papers presented at the 11th International Conference of the Thailand Econometric Society (TES2018), held in Chiang Mai, Thailand, on January 10-12, 2018, its main focus is on predictive techniques - which directly aim at predicting economic phenomena; and big data techniques - which enable us to handle the enormous amounts of data generated by modern computers in a reasonable time. The book also discusses the applications of more traditional statistical techniques to econometric problems.
Econometrics is a branch of economics that employs mathematical (especially statistical) methods to analyze economic systems, to forecast economic and financial dynamics, and to develop strategies for achieving desirable economic performance. It is therefore important to develop data processing techniques that explicitly focus on prediction. The more data we have, the better our predictions will be. As such, these techniques are essential to our ability to process huge amounts of available data.
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