We test the pricing of the conditional systematic risk (β) of IML, a traded liquidity factor of the return premium on illiquid-minus-liquid stocks, with its risk premium varying over time. We find a positive and significant risk premium on conditional IML β, which rises in times of financial...

To attenuate an inherent errors-in-variables bias, portfolios are widely employed for risk premium estimation; but portfolios might diversify away and thus mask relevant risk- or return-related features of individual assets. We propose a resolution that allows the use of individual assets while...

We investigate whether an industry's position in the network of inter-industry trade affects the speed of information flow. We find that return predictability to central industries from their related (=customer and supplier) industries is substantially stronger than that to peripheral industries...

To attenuate an inherent errors-in-variables bias, portfolios are widely employed to test asset pricing models; but portfolios might mask relevant risk- or return-related features of individual assets. We propose an instrumental variables approach that allows the use of individual stocks as test...

Imprecise language in corporate disclosures can convey valuable information on firms’ fundamentals. We evaluate this idea by developing a linguistic imprecision measure based on sentences marked with the “weasel tag” on Wikipedia. In the 10 weeks after the 10-K disclosure, high linguistic...

We develop an instrumental variables methodology to obtain consistent estimates of risk premiums using individual stocks as test assets. Simulation evidence indicates that this methodology yields unbiased estimates of risk premiums and that the associated tests are well specified in small...

I construct a measure of the extreme liquidity risk factor based on the contraction and expansion of monthly cross-sectional distributions of individual illiquidity measures and investigate its asset pricing implications. I find strong empirical evidence (1) that the extreme liquidity risk is...