Measuring investor sentiment

G Zhou - Annual Review of Financial Economics, 2018 - annualreviews.org
Investor sentiment indicates how far an asset value deviates from its economic
fundamentals. In this article, we review various measures of investor sentiment based on …

Forecasting the equity risk premium: the role of technical indicators

CJ Neely, DE Rapach, J Tu, G Zhou - Management science, 2014 - pubsonline.informs.org
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 …

Feedback trading: a review of theory and empirical evidence

F Economou, K Gavriilidis, B Gebka… - Review of Behavioral …, 2023 - emerald.com
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 …

A new hybrid financial time series prediction model

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 …

What is an index?

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 …

Technical analysis in the foreign exchange market

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 …

Ensembling and dynamic asset selection for risk-controlled statistical arbitrage

SM Carta, S Consoli, AS Podda, DR Recupero… - IEEE …, 2021 - ieeexplore.ieee.org
In recent years, machine learning algorithms have been successfully employed to leverage
the potential of identifying hidden patterns of financial market behavior and, consequently …

[PDF][PDF] Rethinking alternative data in institutional investment

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 …

Grid trading system robot (GTSbot): A novel mathematical algorithm for trading FX market

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 …

On a new paradigm for stock trading via a model-free feedback controller

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 …