Academic research relies extensively on macroeconomic variables to forecast the US equity risk premium, with relatively little attention paid to the technical indicators widely employed …
Purpose The purpose of this paper is to comprehensively review a large and heterogeneous body of academic literature on investors' feedback trading, one of the most popular trading …
B Alhnaity, M Abbod - Engineering Applications of Artificial Intelligence, 2020 - Elsevier
Due to the characteristics of financial time series, such as being non-linear, non-stationary and noisy, with uncertain and hidden relationships, it is difficult to capture its non-stationary …
AW Lo - Available at SSRN 2672755, 2015 - papers.ssrn.com
Technological advances in telecommunications, securities exchanges, and algorithmic trading have facilitated a host of new investment products that resemble theme-based …
CJ Neely, PA Weller - Handbook of exchange rates, 2012 - Wiley Online Library
Technical analysis is the use of past price behavior and/or other market data, such as volume, to guide trading decisions in asset markets. These decisions are often generated by …
In recent years, machine learning algorithms have been successfully employed to leverage the potential of identifying hidden patterns of financial market behavior and, consequently …
A Monk, M Prins, D Rook - The Journal of Financial Data Science, 2019 - caia.org
Alternative datasets (alt-datasets) appear to be entering the financial mainstream. Alternative data (altdata) have always occupied a crucial role in financial markets, but, until …
F Rundo, F Trenta, AL di Stallo, S Battiato - Applied Sciences, 2019 - mdpi.com
Grid algorithmic trading has become quite popular among traders because it shows several advantages with respect to similar approaches. Basically, a grid trading strategy is a method …
BR Barmish, JA Primbs - IEEE Transactions on Automatic …, 2015 - ieeexplore.ieee.org
This paper describes a new paradigm for stock trading involving the use of classical feedback controllers which are “model free” in that they use neither parameterization nor …