Forecasting crude oil prices with a large set of predictors: Can LASSO select powerful predictors?

Y Zhang, F Ma, Y Wang - Journal of Empirical Finance, 2019 - Elsevier
In this paper, we use two prevailing shrinkage methods, the lasso and elastic net, to predict
oil price returns with a large set of predictors. The out-of-sample results indicate that the …

Presidential address: The scientific outlook in financial economics

CR Harvey - The Journal of Finance, 2017 - Wiley Online Library
Given the competition for top journal space, there is an incentive to produce “significant”
results. With the combination of unreported tests, lack of adjustment for multiple tests, and …

The time variation in risk appetite and uncertainty

G Bekaert, EC Engstrom, NR Xu - Management Science, 2022 - pubsonline.informs.org
We formulate a dynamic no-arbitrage asset pricing model for equities and corporate bonds,
featuring time variation in both risk aversion and economic uncertainty. The joint dynamics …

Carbon prices forecasting in quantiles

X Ren, K Duan, L Tao, Y Shi, C Yan - Energy Economics, 2022 - Elsevier
This paper proposes two new methods (the Quantile Group LASSO and the Quantile Group
SCAD models) to evaluate the predictability of a large group of factors on carbon futures …

Manager sentiment and stock returns

F Jiang, J Lee, X Martin, G Zhou - Journal of Financial Economics, 2019 - Elsevier
This paper constructs a manager sentiment index based on the aggregated textual tone of
corporate financial disclosures. We find that manager sentiment is a strong negative …

[HTML][HTML] The impact of sentiment and attention measures on stock market volatility

F Audrino, F Sigrist, D Ballinari - International Journal of Forecasting, 2020 - Elsevier
We analyze the impact of sentiment and attention variables on the stock market volatility by
using a novel and extensive dataset that combines social media, news articles, information …

Revisiting the oil price and stock market nexus: A nonlinear Panel ARDL approach

AA Salisu, KO Isah - Economic Modelling, 2017 - Elsevier
In this paper, we re-examine the relationship between oil price and stock prices in oil
exporting and oil importing countries in the following distinct ways. First, we account for …

Volatility‐managed portfolios

A Moreira, T Muir - The Journal of Finance, 2017 - Wiley Online Library
Managed portfolios that take less risk when volatility is high produce large alphas, increase
Sharpe ratios, and produce large utility gains for mean‐variance investors. We document …

[HTML][HTML] COVID-19 and instability of stock market performance: evidence from the US

H Hong, Z Bian, CC Lee - Financial Innovation, 2021 - Springer
The effect of COVID-19 on stock market performance has important implications for both
financial theory and practice. This paper examines the relationship between COVID-19 and …

… and the cross-section of expected returns

CR Harvey, Y Liu, H Zhu - The Review of Financial Studies, 2016 - academic.oup.com
Hundreds of papers and factors attempt to explain the cross-section of expected returns.
Given this extensive data mining, it does not make sense to use the usual criteria for …