We use earnings forecasts from a cross-sectional model to proxy for cash flow expectations and estimate the implied cost of capital (ICC) for a large sample of firms over 1968-2008. The earnings forecasts generated by the cross-sectional model are superior to analysts' forecasts in terms of...

We correlate analysts' forecast errors with temporal variation in investor sentiment. We find that when sentiment is high, analysts' forecasts of one-year-ahead earnings and long-term earnings growth are relatively more optimistic for “uncertain” or “difficult to value” firms. Adding...

We examine the out-of-sample performance of 240 stock market anomalies enhanced by 49 machine learning algorithms and over 260 individually trained models across an international data sample of nearly 1.9 billion stock-month-anomaly observations from 1980 to 2019. We demonstrate significant...

This paper studies the asset pricing implications of mining pools' concentration. We incorporate two features specific to cryptocurrencies into a traditional dynamic asset pricing model. First, we introduce the technological arms race between mining pools, and second, the interdependency between...

We decompose book-to-market (BP) ratio into book-to-intrinsic value (BV) ratio and intrinsic value-to-market (VP) ratio to shed further light on the debate of whether accruals and accrual anomaly are associated more with the risk/growth component (BV) or with the mispricing component (VP). Using...

We decompose book-to-market (BP) ratio into book-to-intrinsic value (BV) ratio and intrinsic value-to-market (VP) ratio to shed further light on the debate of whether accruals and accrual anomaly are associated more with the risk/growth component (BV) or with the mispricing component (VP). Using...

We present the derivation of cost of capital under the assumption of risky tax shields discounted with the cost of levered equity. We show that the formulation is consistent and is derived from basic financial principles. This formulation is valid for finite cash flows and non growing...

This paper shows that in asset pricing the information environment gives rise to a systematic risk factor when the informativeness of future news events varies with their content (i.e., bad news and good news are not equally informative). The paper further shows that in such cases (cross) serial...

A principal-components analysis demonstrates that common earnings factors explain a substantial portion of rm-level earnings variation, implying earnings shocks have substantial systematic components and are not almost fully diversifiable as prior literature has concluded. Furthermore, the...

Discount factors have a long tradition of being computed using capital market inputs for the estimation of systematic risk. They are of increasing importance in financial accounting, including the valuation of goodwill and other intangibles. In view of the volatility of stock market returns and...