Machine learning and the cross-section of emerging market stock returns

MX Hanauer, T Kalsbach - Emerging Markets Review, 2023 - Elsevier
This paper compares various machine learning models to predict the cross-section of
emerging market stock returns. We document that allowing for non-linearities and …

When equity factors drop their shorts

D Blitz, G Baltussen, P van Vliet - Financial Analysts Journal, 2020 - Taylor & Francis
Although factor premiums originate in both long and short legs of factor portfolios, we found
that (1) most added value comes from the long legs,(2) the long legs offer more …

Stock market anomalies and machine learning across the globe

V Azevedo, GS Kaiser, S Mueller - Journal of Asset Management, 2023 - Springer
We identify the characteristics and specifications that drive the out-of-sample performance of
machine-learning models across an international data sample of nearly 1.9 billion stock …

Enhancing stock market anomalies with machine learning

V Azevedo, C Hoegner - Review of Quantitative Finance and Accounting, 2023 - Springer
We examine the predictability of 299 capital market anomalies enhanced by 30 machine
learning approaches and over 250 models in a dataset with more than 500 million firm …

Non-standard errors in the cryptocurrency world

C Fieberg, S Günther, T Poddig, A Zaremba - International Review of …, 2024 - Elsevier
Motivated by recent findings from the equity market, we investigate non-standard errors in
cryptocurrency research. We examine ten prevalent decisions related to data sources …

Mastery of “Monthly Effects”: Big Data Insights into Contrarian Strategies for DJI 30 and NDX 100 Stocks over a Two-Decade Period

CL Chiu, P Huang, MY Day, Y Ni, Y Chen - Mathematics, 2024 - mdpi.com
In contrast to finding better monthly performance shown in a specific month, such as the
January effect (ie, better stock price performance in January as opposed to other months) …

[HTML][HTML] Факторные модели в анализе риска операций с цифровыми финансовыми активами на примере криптовалют

ДА Ендовицкий, ВВ Коротких - … университета. Серия: Экономика …, 2021 - cyberleninka.ru
Предмет. Феномен цифровых финансовых активов является сравнительно новым. В их
структуре все большую долю занимают виртуальные валюты, в частности …

The volatility effect in China

D Blitz, MX Hanauer, P van Vliet - Journal of Asset Management, 2021 - Springer
This paper shows that low-risk stocks significantly outperform high-risk stocks in the local
China A-share market. The main driver of this low-risk anomaly is volatility, and not beta. A …

Relative, absolute or combined strength momentum strategies: what works for India?

S Sehgal, A Pandey, S Sen - International Journal of Emerging …, 2024 - emerald.com
Purpose In the present study, we investigate whether enhanced momentum strategies
outperform price momentum strategies and if they show greater resilience and stability …

What explains price momentum and 52-week high momentum when they really work?

P Barroso, H Wang - Available at SSRN 3716786, 2021 - papers.ssrn.com
After long being one of the main puzzles in asset pricing, momentum has ironically become
a case of observational equivalence. It can now be explained both by behavioral factors …