This study examines two determinants of investor sentiment (ex-ante evaluation of future value-related events and ex-post reaction to event outcomes) using the data on soccer games and betting odds. Results suggest that the magnitude and the character of investor reactions vary considerably...

Following the literature on test-specifications, correct-modeling, and detectability of long-run stock performance in event study framework, this study tests the performance of monthly stock returns of 589 firms targeted by 112 hedge funds over the period of January 2000 to December 2013. For an...

An examination of the Shiller cyclically adjusted pricing-earnings (CAPE) ratio reveals its forecasting power for 12-month CRSP equally weighted (EW) excess returns and value weighted (VW) excess returns. The 12-month EW excess returns following low CAPE ratios are, on average, 20.7% higher than...

We analyze methods for selecting topics in news articles to explain stock returns. We find, through empirical and theoretical results, that supervised Latent Dirichlet Allocation (sLDA) implemented through Gibbs sampling in a stochastic EM algorithm will often overfit returns to the detriment of...

I show that news editors have state-dependent preference for different types of firms. Using the New York Times data and natural language processing techniques, I estimate the loadings of media coverage on eight common features of firms and construct the corresponding editor preference. I find...

This paper finds evidence that stock returns vary with the physical climate change exposure of firms in a predictable manner. We construct measures of exposures to physical climate changes at the firm level, and find that firms with high climate change exposures experience lower future...

This study shows that (1) Australian analysts are optimistic in their forecasts and underreact to new information, (2) the continuous disclosure (CD) regime has a negative impact on forecast optimism and dispersion, (3) analyst forecast bias is associated with certain firm characteristics, (4)...

Assuming that risk premiums are determined by failure risk, we present a stylized model of interactions among risk-proxy variables, external financing, and stock returns in which a common mispricing factor, involving operating profit and external financing, drives the following five asset...