By Christian L. Dunis,Peter W. Middleton,Andreas Karathanasopolous,Konstantinos Theofilatos
As know-how development has elevated, as a way to have computational purposes for forecasting, modelling and buying and selling monetary markets and knowledge, and practitioners are discovering ever extra advanced options to monetary demanding situations. Neural networking is a powerful, trainable algorithmic technique which emulates yes features of human mind capabilities, and is used largely in monetary forecasting bearing in mind speedy funding selection making.
This e-book provides the main state-of-the-art synthetic intelligence (AI)/neural networking functions for markets, resources and different components of finance. break up into 4 sections, the ebook first explores time sequence research for forecasting and buying and selling throughout various resources, together with derivatives, trade traded money, debt and fairness tools. This part will specialize in trend attractiveness, marketplace timing versions, forecasting and buying and selling of monetary time sequence. part II offers insights into macro and microeconomics and the way AI strategies may be used to higher comprehend and expect monetary variables. part III makes a speciality of company finance and credits research delivering an perception into company buildings and credits, and setting up a courting among financial plan research and the effect of varied monetary situations. part IV specializes in portfolio administration, exploring functions for portfolio idea, asset allocation and optimization.
This e-book additionally offers the various newest study within the box of man-made intelligence and finance, and gives in-depth research and hugely appropriate instruments and methods for practitioners and researchers during this field.
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Additional info for Artificial Intelligence in Financial Markets: Cutting Edge Applications for Risk Management, Portfolio Optimization and Economics (New Developments in Quantitative Trading and Investment)
Artificial Intelligence in Financial Markets: Cutting Edge Applications for Risk Management, Portfolio Optimization and Economics (New Developments in Quantitative Trading and Investment) by Christian L. Dunis,Peter W. Middleton,Andreas Karathanasopolous,Konstantinos Theofilatos