Using hundreds of significant anomalies as testing portfolios, this paper compares the performance of major empirical asset pricing models. The q-factor model and a closely related five-factor model are the two best performing models among a long array of models. The q-factor model outperforms...

According to no-arbitrage, risk-adjusted returns should be unpredictable. Using several prominent factor models and a large cross-section of anomalies, we find that past pricing errors predict future risk-adjusted anomaly returns. We show that past pricing errors can be interpreted as deviations...

We investigate the sources of time-variation in the stock-oil correlation over the period 1983-2019. We first derive a novel oil futures return news decomposition following Campbell and Shiller (1988) and Campbell (1991). Then, for both stocks and oil, we split unexpected returns into cash flow...