Copula methods for forecasting multivariate time series

A Patton - Handbook of economic forecasting, 2013 - Elsevier
Copula-based models provide a great deal of flexibility in modeling multivariate
distributions, allowing the researcher to specify the models for the marginal distributions …

Stock return forecasting: Some new evidence

DHB Phan, SS Sharma, PK Narayan - International Review of Financial …, 2015 - Elsevier
This paper makes three contributions to the literature on forecasting stock returns. First,
unlike the extant literature on oil price and stock returns, we focus on out-of-sample …

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 …

A comprehensive 2022 look at the empirical performance of equity premium prediction

A Goyal, I Welch, A Zafirov - The Review of Financial Studies, 2024 - academic.oup.com
Our paper reexamines whether 29 variables from 26 papers published after, as well as the
original 17 variables, were useful in predicting the equity premium in-sample and out-of …

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 …

Short interest and aggregate stock returns

DE Rapach, MC Ringgenberg, G Zhou - Journal of Financial Economics, 2016 - Elsevier
We show that short interest is arguably the strongest known predictor of aggregate stock
returns. It outperforms a host of popular return predictors both in and out of sample, with …

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 …

Has oil price predicted stock returns for over a century?

PK Narayan, R Gupta - Energy economics, 2015 - Elsevier
This paper contributes to the debate on the role of oil prices in predicting stock returns. The
novelty of the paper is that it considers monthly time-series historical data that span over 150 …

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 …

A comprehensive look at the empirical performance of equity premium prediction

I Welch, A Goyal - The Review of Financial Studies, 2008 - academic.oup.com
Our article comprehensively reexamines the performance of variables that have been
suggested by the academic literature to be good predictors of the equity premium. We find …