Artificial Intelligence in Financial Markets

Name: Artificial Intelligence in Financial Markets
Brand: PALGRAVE MACMILLAN LTD
SKU: 9781137488794
Price: 576.04 RON
Availability: InStock

Cutting Edge Applications for Risk Management, Portfolio Optimization and Economics

Autor: Christian L. Dunis, Peter W. Middleton, Konstantinos A. Theofilatos, Andreas Karathanasopolous

Limbă:

Legare: Copertă tare

Editura: PALGRAVE MACMILLAN LTD

Disponibilitate: șansă 50%

Şanse de a obține acest titlu

576.04 lei

As§technology advancement has increased, so to have computational applications for§forecasting, mode...

Informații despre carte

Autor

Christian L. Dunis, Peter W. Middleton, Konstantinos A. Theofilatos, Andreas Karathanasopolous

Limbă

engleză

Legare

Carte - Copertă tare

Publicat

2016

Pagini

344

EAN

9781137488794

ISBN

1137488794

Enbook ID

02942483

Editura

PALGRAVE MACMILLAN LTD

Greutate

722

Dimensiuni

280 x 166 x 27

Descriere completă

As§technology advancement has increased, so to have computational applications for§forecasting, modelling and trading financial markets and information, and§practitioners are finding ever more complex solutions to financial challenges.§Neural networking is a highly effective, trainable algorithmic approach which§emulates certain aspects of human brain functions, and is used extensively in§financial forecasting allowing for quick investment decision making.§§This book presents the most cutting-edge artificial intelligence (AI)/neural§networking applications for markets, assets and other areas of finance. Split§into four sections, the book first explores time series analysis for§forecasting and trading across a range of assets, including derivatives, exchange§traded funds, debt and equity instruments. This section will focus on pattern§recognition, market timing models, forecasting and trading of financial time§series. Section II provides insights into macro and microeconomics and how AI§techniques could be used to better understand and predict economic variables.§Section III focuses on corporate finance and credit analysis providing an§insight into corporate structures and credit, and establishing a relationship§between financial statement analysis and the influence of various financial§scenarios. Section IV focuses on portfolio management, exploring applications§for portfolio theory, asset allocation and optimization.§§This book presents some of the latest research in the field of artificial§intelligence and finance, and provides in-depth analysis and highly applicable§tools and techniques for practitioners and researchers in this field.§

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Artificial Intelligence in Financial Markets

Cutting Edge Applications for Risk Management, Portfolio Optimization and Economics

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Descriere completă

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