Exchange rate predictability

B Rossi - Journal of economic literature, 2013 - aeaweb.org
The main goal of this article is to provide an answer to the question: does anything forecast
exchange rates, and if so, which variables? It is well known that exchange rate fluctuations …

Advances in forecast evaluation

T Clark, M McCracken - Handbook of economic forecasting, 2013 - Elsevier
This chapter surveys recent developments in the evaluation of point forecasts. Taking West's
(2006) survey as a starting point, we briefly cover the state of the literature as of the time of …

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 …

Geopolitical risk and oil volatility: A new insight

J Liu, F Ma, Y Tang, Y Zhang - Energy Economics, 2019 - Elsevier
Motivated by the importance of geopolitical risk and its possible predictive power for oil
volatility, this paper aims to quantitatively investigate the role of geopolitical risk (GPR) …

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 …

Investor sentiment aligned: A powerful predictor of stock returns

D Huang, F Jiang, J Tu, G Zhou - The Review of Financial …, 2015 - academic.oup.com
We propose a new investor sentiment index that is aligned with the purpose of predicting the
aggregate stock market. By eliminating a common noise component in sentiment proxies …

Geopolitical risk uncertainty and oil future volatility: Evidence from MIDAS models

D Mei, F Ma, Y Liao, L Wang - Energy Economics, 2020 - Elsevier
Using a textual analysis based geopolitical risk (GPR) index, this paper exploits the effects of
geopolitical risk uncertainty on oil futures price volatility within a mixed data sampling …

The role of green energy stock market in forecasting China's crude oil market: An application of IIS approach and sparse regression models

F Khan, S Muhammadullah, A Sharif, CC Lee - Energy Economics, 2024 - Elsevier
This study investigates the effectiveness of sparse regression models with their diverse
specifications and the impulse indicator saturation (IIS) method in forecasting crude oil …

[HTML][HTML] Global financial stress index and long-term volatility forecast for international stock markets

C Liang, Q Luo, Y Li, LDT Huynh - Journal of International Financial …, 2023 - Elsevier
In this study, we examine the long-term predictive role of the global financial stress index
(GFSI) on equity market volatility and provide a comprehensive analysis using GFSI for the …

Forecasting stock returns

D Rapach, G Zhou - Handbook of economic forecasting, 2013 - Elsevier
We survey the literature on stock return forecasting, highlighting the challenges faced by
forecasters as well as strategies for improving return forecasts. We focus on US equity …