Closed-end funds and sentiment risk

Irradional noise traders earn high returns for bearing risk that they themselves create. Diversifying across closed-end funds does little to reduce this risk, because discounts are correlated across funds. But diversification between closed-end funds and large-cap stocks does reduce this risk, especially when markets are not subject to major shocks: a combination of closed-end funds and large-cap stocks has lower risk than either one alone. To the extent that fund shares and large-cap stocks are partially segmented markets, large-cap stocks thus provide some protection against the sentiment risk created by noise traders. This paper estimates the amount of large-cap stocks needed in tax-deferred portfolios, under various amounts of market-wide risk, and ways of measuring it.     

Intraday online investor sentiment and return patterns in the U.S. stock market

We implement a novel approach to derive investor sentiment from messages posted on social media before we explore the relation between online investor sentiment and intraday stock returns. Using an extensive dataset of messages posted on the microblogging platform StockTwits, we construct a lexicon of words used by online investors when they share opinions and ideas about the bullishness or the bearishness of the stock market. We demonstrate that a transparent and replicable approach significantly outperforms standard dictionary-based methods used in the literature while remaining competitive with more complex machine learning algorithms. Aggregating individual message sentiment at half-hour intervals, we provide empirical evidence that online investor sentiment helps forecast intraday stock index returns. After controlling for past market returns, we find that the first half-hour change in investor sentiment predicts the last half-hour S&P 500 index ETF return. Examining users’ self-reported investment approach, holding period and experience level, we find that the intraday sentiment effect is driven by the shift in the sentiment of novice traders. Overall, our results provide direct empirical evidence of sentiment-driven noise trading at the intraday level.     

Investor sentiment in the equity market and investments in corporate-bond funds

This study explores the relation between investor sentiment in equity market and investments in corporate-bond funds. Investors tend to move into and out of corporate-bond funds when contemporaneous sentiment in equity market differs from the historical average. Specifically, a one-standard-deviation decrease in equity-market sentiment generates 0.1% and 0.4% inflows for active and index funds, respectively. It reflects the time-varying flight-to-safety behavior of investors. Besides, funds with low exposure to equity-market sentiment appear to attract inflows and funds with high exposure to equity-market sentiment experience outflows, indicating that investors are likely to avoid sentiment risk. Morever, the result shows that funds with the highest negative sentiment exposure significantly outperform the funds with the highest positive sentiment exposure by 2.22%–2.52% per annum. The results are robust to using alternative sentiment metrics and considering different subperiods.     

An examination of U.S. institutional and individual investor sentiment effect on the Turkish stock market

This study examines the effect of rational and irrational components of U.S. institutional and individual investor sentiment on Istanbul Stock Market (ISE) return and volatility. The results show that there is a significant spillover effect of U.S. investor sentiment on stock return and volatility of ISE. A breakdown of sentiment by the type of investor shows that the impact of institutional sentiment is greater than that of individual sentiment. A breakdown of sentiment by rationality shows that the effect of rational sentiment on ISE return is faster though not necessarily greater than that of irrational sentiment. The conclusion from these results is that the effect of U.S. investor sentiment is systemic and cannot be diversified away. U.S. investor sentiment, therefore, constitutes a priced risk factor and must be accounted for accordingly in international asset pricing models. The findings also provide some evidence of a negative relationship between U.S. investor sentiment and ISE return volatility.     

U.S. and Latin American stock market linkages

This paper examines to what extent the Latin American equity markets of Argentina, Brazil, Chile and Mexico have become more integrated with the US equity market. We empirically measure integration by finding the dynamic conditional correlation (DCC) between each market and that in the U.S. using a DCC multivariate GARCH model. We then track how these correlations evolve over time using a smooth transition model which not only shows when greater integration first occurred but also how long it took these correlations to transition to their new levels. Our sample period stretches from December 30th, 1988 to March 26th, 2004. Results show an increase in the degree of co-movement between these countries’ equity returns and those in the U.S. although the magnitude and speed of these increases greatly varies across these four countries.     

The rise and fall of portfolio pumping among U.S. mutual funds

This study examines how increased regulatory attention to portfolio pumping affects the trading behavior of U.S. mutual funds. Attention by regulators should increase the likelihood of fines and reputational damage, raising the cost of such last-minute price manipulation. Consistent with this assertion, we find that last-minute price spikes in aggregate fund indices, in fund holdings and in institutional trading around quarter-ends declined, the declines are largest around year-ends, for small-cap and better-performing funds, and occurred faster for funds headquartered near SEC regional offices. These findings suggest that increased regulatory attention reduced portfolio pumping by U.S. mutual funds.     

The attributes,behavior, and performance of U.S. mutual funds

This article examines the risk and return characteristics of U.S. mutual funds. We employ an equilibrium version of the Arbitrage Pricing Theory (APT) and a principal-components-based statistical technique to identify performance benchmarks. We also consider the Capital Asset Pricing Model (CAPM) as an alternative. We implement a procedure for overcoming the rotational indeterminacy of factor models. This procedure is a hybrid of statistical factor estimation and prespecification of factors. We estimate measures of timing ability for the CAPM and extend it to the APT. We find that this timing test is misspecified due to noninformation-based changes in mutual fund betas. We develop a modification of the timing measure that, under certain conditions, distinguishes true timing ability from noninformation-based beta changes.     

U.S. presidential cycles and the foreign exchange market

We examine the association between the foreign exchange rate of the US dollar and US presidential cycles. Results show that Republican presidencies tend to start with a strong dollar, which then depreciates over the course of the presidency. In contrast, Democratic presidencies tend to begin with a weak dollar that then appreciates. These patterns result in an apparent presidential effect in US foreign exchange rates, the direction of which depends on whether exchange rates are measured by levels or by returns.     

Performance comparison between exchange-traded funds and closed-end country funds

The objective of this study is to compare the risk and return performance of exchange-traded funds (ETFs) available for foreign markets and closed-end country funds. We utilize 29 closed-end country funds (CEFs) for 14 countries over the sample period from April 1996 to December 2001. The performance proxies are mean returns and risk-adjusted returns. Results indicate that ETFs exhibit higher mean returns and higher Sharpe ratios than foreign closed-end funds, while CEFs exhibit negative alphas. This indicates that a passive investment strategy utilizing ETFs may be superior to an active investment strategy using CEFs. The findings reported here offer some insight on the relative advantages of each type of investment. Specifically, there may be some potential for additional types of ETFs that offer higher risk-adjusted returns than closed-end funds. Such ETFs may be able to offer higher risk-adjusted returns as part of an internationally diversified portfolio.     

Do foreign purchases of U.S. stocks help the U.S. stock market?

This paper investigates the relationship between the U.S. S&P 500 stock market and purchases of U.S. corporation stocks by foreign investors. Estimations using monthly data from 1978:1 to 2008:7 under various methodologies show that, controlling for asset prices (interest rates and the yield curve) and inflation, purchases of U.S. stocks by foreign investors have a positive and statistically significant impact on the U.S. stock market performance. We also show that their relationship is time variant. In a global world, the demand-side variable captured by the foreign appetite for U.S. stocks attenuates the negative effects associated with the domestic forces.     

Foreign issuers in the U.S. PIPE market

We document that the use of private investment in public equity (PIPE) by foreign firms listed on U.S. exchanges is growing even faster than its use by U.S. firms. On average, foreign firm PIPE stock deals represent a similar proportion of the firm's market capitalization to U.S. firm PIPEs, but suffer less of a share price discount than U.S. firm PIPE issuances, a relation that is robust to consideration of exchange, deal size, share turnover and return volatility. We document that hedge funds are only small investors in foreign firm PIPEs issued in the U.S., which tend to be purchased by pensions, government funds and corporations. PIPE, in combination with the reverse merger method of going public, provides a cost-effective means for foreign firms to raise capital in the U.S. capital market.     

Forecasting volatility of the U.S. oil market

We examine the information content of the CBOE Crude Oil Volatility Index (OVX) when forecasting realized volatility in the WTI futures market. Additionally, we study whether other market variables, such as volume, open interest, daily returns, bid-ask spread and the slope of the futures curve, contain predictive power beyond what is embedded in the implied volatility. In out-of-sample forecasting we find that econometric models based on realized volatility can be improved by including implied volatility and other variables. Our results show that including implied volatility significantly improves daily and weekly volatility forecasts; however, including other market variables significantly improves daily, weekly and monthly volatility forecasts.     

Comparative measures of performance for U.S.-based international equity mutual funds

This paper compares an international two-index model to an International Arbitrage Pricing Theory (IAPT) two-factor model to evaluate the performance of 37 U.S.-based international mutual funds over the 1985–1993 period. Results from the index model confirm prior research that international funds perform as well as the market proxy. In contrast, the IAPT model implies superior investment performance by the international funds. Moreover, the two models produce different relative performance rankings. Intertemporal comparisons of the models indicate that the multifactor IAPT model better reflects the international equity return-generating process.     

International equity flows and country funds

This study investigates the relationships between U.S. equity flows in foreign countries and returns of closed-end country funds for emerging Latin American markets, emerging Asian markets and developed markets. The major issues addressed are (1) relationships between flows and fund returns based on two basic models—information contribution and feedback trading effects, (2) the role of volatility in these relationships, and (3) the effects of the Asian crisis. Basic findings include: (1) information contribution (past flows affect returns) and feedback trading arguments (past returns affect flows) are supported; (2) strong evidence is found for the market segmentation argument rather than the investor sentiment argument; (3) there exists strong evidence of significant volatility effects under information contribution and feedback trading; (4) the Asian crisis effects are important but limited to Asian funds.     

Price discovery in the round-the-clock U.S. Treasury market

We evaluate the efficacy of price discovery in the round-the-clock U.S. Treasury market. Using a comprehensive intraday database, we explore informational role of trades over the 24-hour day. We find that information asymmetry is generally highest in the preopen period and lowest in the postclose period. Information asymmetry in the overnight period is comparable to that in the regular trading period. However, on days with macroeconomic announcements, information asymmetry peaks shortly after the news release at 8:30. Moreover, information asymmetry is higher on Monday morning and higher immediately before than after the open of U.S. Treasury futures trading. Although volume is low after hours and trading cost is relatively high, overnight trading generates significant price discovery. Results suggest that overnight trading activity is an important part of the Treasury price discovery process.     

Conflict of interest and certification in the U.S. IPO market

We examine the long-term return performance of U.S. IPOs underwritten by relationship banks. We show that, over one- to three-year horizons, IPOs managed by relationship banks experience buy-and-hold benchmark-adjusted returns that are similar to those observed for a matching sample of stocks managed by non-relationship underwriters. This result holds even when the returns' skewness and cross-sectional correlation is accounted for. Further, we examine the calendar-time returns on a portfolio that is long the stocks underwritten by relationship banks and short ex-ante similar stocks taken public by non-relationship institutions. Again, we conclude that the two groups of IPOs yield similar long-run returns. These findings support the certification role of relationship banks and suggest that, in this respect, the effect of the 1999 repeal of Sections 20 and 32 of the Glass–Steagall Act has not been negative.     

News sentiment and stock market volatility

Review of Quantitative Finance and Accounting - This study investigates the effect of news sentiment on stock market volatility using the Generalized Autoregressive Conditional Heteroskedasticity...     

U.S. and Japanese macroeconomic news and stock market volatility in Asia-Pacific

I use a new comprehensive dataset to analyze the impact of ten U.S. and six Japanese macroeconomic announcements on stock market volatility in Japan, Hong Kong, South-Korea and Australia. A GARCH model that allows for multiplicative announcement effects and asymmetries is employed. Overnight conditional variances are significantly higher on announcement days and significantly lower on days before and after announcements, especially for U.S. news. The impact of announcements on implied volatilities, in contrast, is much weaker. Out-of-sample trading strategies that systematically buy delta-neutral straddles on announcement days generate statistically significant profits, but these disappear after transaction costs are taken into account.     

Private information flow and price discovery in the U.S. treasury market

Using intraday data, we identify the intensity of private information flow in the U.S. Treasury market. Our results show that the intensity of private information flow is highly correlated with public information shocks and higher for longer maturity bonds. More importantly, we find that bond price changes associated with high intensity of private information flow tend to be persistent, whereas those associated with low intensity of private information flow are more likely reversed. While public information and private information are the main determinants of bond price variations on days with news announcements, private information and liquidity shocks are important determinants of bond price variations on days with no significant events. Finally, we show that the depth of limit order book is inversely related to the intensity of private information flow. Nevertheless, informed dealers do not seem to use hidden orders to disguise their trading intentions.     

Socially responsible funds and market crises

Compared to matched conventional mutual funds, socially responsible mutual funds outperform during periods of market crises. This dampening of downside risk comes at the cost of underperforming during non-crisis periods. Investors seeking downside protection would value the asymmetry of these returns. This asymmetric return pattern is driven by the mutual funds that focus on environmental, social, or governance (ESG) attributes and is especially pronounced in ESG funds that use positive screening techniques. Furthermore, the observed patterns are attributed to the funds’ socially responsible attributes and not the differences in fund portfolio management or the characteristics of the companies in fund portfolios.