In establishing the foundation of their investment process, global equity investors typically adopt a framework along geographic and/or industry dimensions. The chosen framework is then applied to the whole investment process including alpha generation, portfolio construction, and risk...

We construct investor sentiment indices for six major stock markets and decompose them into one global and six local indices. In a validation test, we find that relative sentiment is correlated with the relative prices of dual-listed companies. Global sentiment is a contrarian predictor of...

This paper examines the relative performance of small-caps vs. large caps surrounding periods of peaks and troughs of economic activity, and reexamines the relationship between the small firm anomaly and the business cycle. Small-cap firms outperform large caps over the year subsequent to an...

In 1994, Josef Lakonishok, Andrei Shleifer, and Robert Vishny published a landmark study investigating the performance of value stocks relative to glamour securities in the United States over a 26-year period. Their research concluded that value stocks tended to outperform glamour stocks by wide...

This paper examines unique cultural features associated with the Japanese calendar known as rokuyo, which classifies days into six categories of varying levels of favorable/unfavorable sentiment days. Prior to the internationalization of Japanese financial markets in the early 1980s, rokuyo has...

We examine the empirical relation between risk and return in emerging equity markets and find that this relation is flat, or even negative. This is inconsistent with theoretical models such as the CAPM, which predict a positive relation, but consistent with the results of studies for developed...

The top quintile portfolio of a linear model that equally weighs value factors Book Value/Price, Cash Flow/Price, Dividend/Price, Earnings/Price and Sales/Price and one 9-month price momentum factor has outperformed the MSCI Developed World benchmark by 18% per year since 2001 and by 13% since...

We show that the impact of foreign investors' portfolio flows on the domestic equity market depends crucially on the costs and ease of access to trading domestic securities. We examine all foreign portfolio flows in two long sub-samples where trading costs and market access are substantially...

We examine the F score in global emerging markets and show there is a meaningful premium attached to high F score stocks which is unrelated to the size, value and momentum premiums. It is larger for high value stocks, moderately higher for high momentum stocks and unrelated to stock size. This...

The Capital Asset Pricing Model (CAPM) predicts a positive relation between risk and return, but empirical studies find the actual relation to be flat, or even negative. This paper provides a broad overview of explanations for this ‘volatility effect' that have been proposed in different...