If aggregate volatility is a risk factor that is orthogonal to existing risk factors, the sensitivity of stocks. Section 2 examines the empirical relationships between idiosyncratic risk, liquidity and stock returns. Ep is likely to be higher prices are lower relative to earnings for stocks with higher risks and expected returns, whatever the unnamed sources of risk. Organization capital and the cross section of expected returns andrea l. During a recession, for example, financial leverage of firms in relatively poor shape may increase sharply relative to other firms, causing their stock betas to rise. Abstract we study how investor sentiment affects the crosssection of stock returns. The remarkable multidimensionality in the cross section of. Szymanowska, and inflation risk and the cross section of stock returns, by fernando duarte. The datasnooping problem is so severe that even the true asset pricing model is expected to be rejected when.
Our first method is to sort firmmonth observations according to the level of sentiment, first, and then the decile rank of a given firm characteristic, second. This paper studies the crosssectional properties of return forecasts derived from famamacbeth regressions. The signs for some stijn claessens factors are contrary to those susmita dasgupta documented in u. Low r square in the cross section of expected returns.
Organization capital and the crosssection of expected returns. A new factor model consisting of the market factor, an investment factor, and a returnonequity factor is a good start to understanding the crosssection of expected stock returns. The cross section of expected stock returns by jonathan. The crosssection of expected stock returns 5 the fm slopes. The expectations theory for stock returns and interest rates, as described informally by fama and schwert 1977, states that expected nominal stock returns equal the nominal treasury bill rate, plus a constant. Earnings, retained earnings, and booktomarket in the cross. Earnings, retained earnings, and booktomarket in the cross section of expected returns abstract we delve into what causes the relation between booktomarket and the cross section of stock returns.
Second, the ratio of booktomarket equity and size are found to be the most significant variables that can account for the cross section of expected stock returns. The cross section of expected stock returns tuck school of business. The cross section of expected holding period returns and. These forecasts mimic how an investor could, in real time, combine many firm characteristics to obtain a composite estimate of a stock s expected return. Pdf the crosssection of expected stock returns semantic scholar. We examine the crosssection of expected returns for uk equities. Abstract two easily measured variables, size and book. A new factor model consisting of the market factor, an investment factor, and a return onequity factor is a good start to understanding the crosssection of expected stock returns. Section 3 analyzes each factors out of sample performance. Also, to the extent that the business cycle is induced. For the period 19731992, we test for a relationship between expected returns and market value, booktomarket equity, leverage, earningsprice ratio, and beta.
Whatever the underlying economic causes, our main result is straightfor ward. Forecast dispersion and the cross section of expected returns timothy c. We use monthly stock returns between 1963 and 2001. Eisfeldt and dimitris papanikolaou abstract organization capital is a production factor that is embodied in the rms key talent and has an e ciency that is rm speci c. Eisfeldty northwestern university dimitris papanikolaouz northwestern university april 2010 abstract this paper studies the unique risk characteristics of organization capital.
We then examine whether the cross section of stock returns varies with beginning of period sentiment in the predicted manner. They find that two other variables, size market equity and booktomarket equity, combine to capture the cross sectional variation in average stock returns during the same period. Section 1 describes the database used in this study. A new factor model consisting of the market factor, an investment factor, and a returnonequity factor is a good start to understanding the cross section of expected stock returns. Thus, we look for evidence on the pricing of the buy and sellorder illiquidity measures in the cross section of expected stock returns. Information quality and the crosssection of expected returns. Pdf this paper explores the ability of the capital asset pricing model, as well as the firm specific factors, to explain the crosssectional. Cross section of volatility and expected returns 261 of assets that may have different exposures to aggregate volatility and hence different average returns. The crosssection of expected stock returns eugene f. Jan 12, 2017 the history of the cross section of stock returns. Cross section of expected stock returns 187 by handa, kothari, and wasley 1989 for size portfolios. The efficiency of the market portfolio implies that a expected returns on securities are a positive linear function of their market.
Using data spanning the 20th century, we show that most accountingbased return anomalies are spurious. The cross section several factors besides market of stock returns risk including firm size, earningsprice ratio, and turnover are significant in evidence from emerging markets explaining a cross section of stock returns in 1 9 emerging markets. Forecasts based on longer histories of fm slopes work best and, statistically, are quite strongly related to subsequent annual returns. The crosssection of volatility and expected returns. The conditional capm and the crosssection of expected. Outofsample forecasts from fm regressions provide a simple, yet surprisingly effective, way to form a composite trading strategy going long high expected return stocks. First, we cross sectionally estimate a price of risk for aggregate market volatility. The history of the cross section of stock returns by juhani t. Green the editor and to the referee for valuable expositional advice. Investor sentiment and the crosssection of stock returns. Crash sensitivity and the cross section of expected stock returns abstract this paper examines whether investors receive compensation for holding crashsensitive stocks. These forecasts mimic how an investor could, in real time, combine many firm characteristics to obtain a composite estimate of a stockas expected return.
Also related to our study is the recent line of literature which has begun to study the prices and risk premiums of the term structure of dividend strips e. This paper studies the cross sectional properties of return forecasts derived from famamacbeth regressions. The views expressed in this paper are those of the authors and do not. Using a set of 60 firmspecific return predictive signals rps, we find. This paper investigates seasonal patterns in the crosssection of expected returns on common stocks.
We find that sellorder illiquidity is priced more strongly in the cross section of expected stock returns than is buyorder illiquidity. Crash sensitivity and the crosssection of expected stock. The cross section of expected stock returns 429 also possible, however, that beme just captures the unraveling regression toward the mean of irrational market whims about the prospects of firms. Another look at the crosssection of expected stock returns. The cross section of expected stock returns revisited. The cross section of volatility and expected returns. The history of the cross section of stock returns juhani t. We capture the crash sensitivity of stocks by their lower tail dependence ltd with the market based on copulas. French abstract two easily measured variables, size and booktomarket equity, combine to capture the cross sectional variation in average stock returns associated with market 3, size, leverage, booktomarket equity, and earningsprice ratios. The cross section of expected stock returns 5 the fm slopes. Organization capital and the crosssection of expected returns andrea l. Fama and french 1993 show that, when size is controlled for, market beta does not explain the cross sectional variation in returns for the 19631990 period. The cross section of expected stock returns 3 available at the time i.
Hence, both shareholders and key talent have a claim to its cash ows. Asset growth and the cross section of stock returns 1611 returns up to 5 years beyond the sorting year. The cross section of expected stock returns by jonathan lewellen. I am grateful to christopher malloy and andrew jackson for thoughtful comments and suggestions. This paper was previously issued under the title timevarying inflation risk and the cross section of stock returns. To gauge the robustness of our results across firm capitalization levels, we repeat our analysis across three sizegrouped portfolios small, medium, and large defined annually using the 30 thand 70 nyse market equity percentiles in june of. The crosssection of expected stock returns econpapers. Ball 1978 argues that ep is a catchall proxy for unnamed factors in expected returns. Section ii examines the relation between bm and stock returns and. Given that so many papers have attempted to explain the same crosssection of expected returns, statistical inference should not be based on a single test perspective. The conditional capm and the cross section of expected returns 5 business cycle. Citations of the crosssection of expected stock returns.
We predict that a wave of investor sentiment has larger effects on securities whose valuations are highly subjective and difficult to arbitrage. What is cross section in cross section of stock return. So intuitively, if you study the cross section of stock returns, you want to answer the question why stock a earns higherlower returns than stock b. We construct a stock measure of organization capital based on readily available.
Thus, they conclude that beta is neither a single relevant risk measure nor a subset of. How average returns change across different stock or portfolios. Two easily measured variables, size me and booktomarket equity. After fama and frenchs study, many articles have addressed the relatively low explanatory power of beta in the crosssection of expected return. Book value of equity consists of two main components that we expect contain di er. Empirically, the forecasts vary substantially across stocks and have strong predictive power for actual returns. Sellside illiquidity and the crosssection of expected stock. As a result, both shareholders and management have a claim on the. Sellside illiquidity and the cross section of expected stock returns abstract the demand for immediacy is likely to be stronger for sellers of securities than for buyers since investors are more likely to have a pressing need to raise cash than to exchange cash for securities. Crash sensitivity and the crosssection of expected stock returns abstract this paper examines whether investors receive compensation for holding crashsensitive stocks. This paper studies the crosssectional properties of return fore casts derived from famamacbeth regressions. The crosssection of expected stock returns critical finance. Roberts june 2017 draft abstract using data spanning the 20th century, we show that the majority of accountingbased return anomalies, including investment and pro tability, are most likely an artifact of data snooping. Sellorder liquidity and the crosssection of expected stock.
Investor sentiment and the crosssection of stock returns malcolm baker and jeffrey wurgler. There is an extensive literature on seasonality in stock. However, since that time, hundreds of papers have tried to explain the cross. Our goal is to provide guidance as to the appropriate significance level using a multiple testing framework. Eisfeldty ucla dimitris papanikolaouz northwestern university july 2011 abstract organization capital is a production factor that is embodied in the rms key talent and has an e ciency that is rm speci c. Forecast dispersion and the crosssection of expected returns.
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