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  • Publication
    Accès libre
    Three essays on financial analysts' performance
    This dissertation is composed of three chapters. The first chapter explores the importance of previously identified factors in explaining the variation in analysts’ earnings forecast error. As earnings forecasts are the main input in determining price targets and consequently stock recommendations, much of the process through which analysts process their input remains in a so-called “black box”. This study attempts to shed light on these inputs. First, it reveals that forecast errors are stable over time, and analysts do not efficiently integrate past information in their forecasts. Second, analysts do not factor in expectations related to the macroeconomic conditions for the underlying forecast horizon. Analysts overreact (underreact) to positive (negative) macroeconomic expectations on both GDP and consumer sentiment index. Third, this study decomposes analysts’ forecast errors variance by observable characteristics and fixed effects. Importantly, the analysis shows that there is an unobserved, time-invariant component related to the firm-analyst dimension that explains much of the variance in the forecast errors. This component is not yet captured by the existing observable characteristics which, at date, have a trifling effect on their own in explaining the variation in analysts’ forecast error.
    In the second chapter, I investigate the role of financial reporting frequency in analysts’ earnings forecasts. I addresses two questions. First, does mandatory quarterly reporting benefit financial analysts in decreasing their earnings forecast error and dispersion? Second, to what extent common accounting standards increase the convergence of analysts’ information set for firms with different reporting frequencies? I find little support to the claim that regulation forcing firms to issue more frequent financial information benefits financial analysts. Compared to a control sample of semiannual reporting firms in the European market, analysts issuing earnings forecasts for firms with mandatory quarterly frequency experience higher forecast error and dispersion. When firms are mandated to report not only on a quarterly frequency, but also under International Financial Reporting Standards (IFRS), analysts’ both forecast error and dispersion decrease. However, while IFRS does benefit analysts by increasing the quality of their information set in absolute terms, they do not wipe out the relative noise associated with mandatory quarterly statements.
    The third chapter focuses on how financial analysts adapt to the passage of regulations aiming at limiting conflicts of interest in the investment banking industry. This last chapter investigates analysts’ price targets and recommendations, and unravels a new form of conflicts of interest. Specifically, it investigates whether affiliated brokers issue unfavourable ratings on their clients’ competitors in the product market (rivals). The findings document an important gap between ratings for affiliated and rival firms. Specifically, brokers issue persistently higher ratings on firms with which they are affiliated compared to their rivals. Importantly, the Sarbanes-Oxley Act and the related financial regulations aiming at curbing the conflicts of interests had no significant impact in reducing this gap. As such, affiliated brokers continue to indirectly favour their clients. This form of conflict was devoid of adequate attention in prior research. Furthermore, investors are unaware of the existence of such conflict in the short-run.
  • Publication
    Accès libre
    Three essays on portfolio management
    This dissertation is constituted of three distinct chapters. The first two study the information role of sell-side analysts from two specific angles of attack. The first chapter focuses on the investment value of target prices. Based on a sample of more than 590’000 expected return revisions over the 1999-2011 period, I construct tercile portfolios that buy (sell) stocks with the highest (lowest) expected return revisions. The strategy initiated at the end of announcement day and held for a month that is long the highest tercile and short the lowest tercile yields a risk-adjusted performance of 0.48% per month. Similar results are obtained when the expected return revisions are industry or market adjusted. The risk-adjusted return remains significant if the position is initiated five days after the announcement (0.29% per month). Given the high number of target price revisions, I identify ex-ante likely valuable target prices. The risk-adjusted performance of the portfolio based on this subset increases to 0.81%. The downside exposures to SMB and MOM factors are negative and statistically significant at the 1% and 5% level, respectively. I demonstrate that more weight is given to pro cyclical (neutral) stocks when the expected probability of recession is low (high). Finally, we show that the results are not driven by firm specific events, post earnings announcement drift (PEAD), limited investors’ attention or illiquid stocks.
    In the second chapter I analyze the information conveyed by analysts’ research and how it is perceived by investors. I introduce a methodology that disentangles the information conveyed through analysts’ target prices according to its availability and scope. The purpose is to investigate if investors correctly interpret analysts’ research by analyzing whether there is correspondence between investors’ reaction and the type of information conveyed through analysts. The empirical results provide evidence that investors duly process analysts’ research and appropriately incorporate this information into prices. Indeed, public information is not associated with any abnormal return, whereas private information is. Moreover, the reaction to firm-specific private information is confined to the firm analyzed, but industry-wide private information is associated with a reaction that spreads to the whole industry. The decomposition also shows that target prices are based on an equal amount of private and public information, and that private information is mostly firm-specific.
    In the last chapter I turn my attention to hedge fund managers, a category of sophisticated users of analysts’ research. More specifically, I analyze how the remuneration structure of hedge funds affects the performance to investors to rationalize the persistent abnormal performance of hedge funds. I show that when managers expect to receive a performance fee payment, the commitment to deliver an absolute return, the decreasing returns to scale to which hedge fund strategies are subject, and the performance-linked remuneration combine with the income-maximizing behavior of managers to effectively align the interests of investors and managers. In consequence of the coexistence of these elements, managers have an incentive to control the size of the funds. Therefore, performance-diluting flows do not occur and abnormal performance persists. The model quantitatively reproduces many empirical facts about hedge funds.
  • Publication
    Accès libre
    Country versus sector influences and financial analysts' specialization
    (2007)
    Sonney, Frédéric
    ;
    This thesis is made of three distinct chapters. The second and third chapters constitute the core of this work. Both focus on financial analysts and their performance depending on whether they are specialized along country or sector lines. The first chapter sets the stage of the analysis. It presents and evaluates the relative strength of country and sector factors in stock returns. Short abstracts of these three chapters appear below. Chapter 1 This paper investigates the relative influences of industrial and country factors in international stock returns. Until very recently, academic research has consistently found that country factors dominate industrial factors. This result is in contradiction with practitioners beliefs. This paper re-examines this issue by analyzing a sample of more than 4000 stocks quoted in 20 developed countries. We find that on average the country effect still dominates stock returns over the period 1997-2000. This result has to be interpreted with caution though, as an analysis that allows for time-varying relative influences demonstrates the rapidly increasing impact of industry effects in recent times. We find, in particular, that this trend is common to all 20 developed countries considered and not only to those that are member of the European Monetary Union. We interpret this result as evidence of the increasing globalization of international equity markets. Chapter 2 Brokerage houses normally structure their research activities along either country or sector lines. I investigate whether organizational structure affects the quality of financial analysts’ earnings forecasts. Specifically, I compare the performance of country-specialized financial analysts with that of sector-specialized financial analysts. The former issue forecasts considerably more accurately than the latter. Country specialists benefit from an informational advantage over sector specialists. A superior knowledge of country-specific factors, as well as geographical proximity between analysts and the firms they cover, are significant determinants of this advantage. Chapter 3 Brokerage houses usually organize their research activities along country or economic sector dimensions. We evaluate which research structure provides most value to investors. To this end, we study the relative information content of stock recommendations issued by country-specialized analysts versus those issued by sector-specialized analysts. Our findings reveal that the former issue more valuable recommendations. The strength of country-specific commonalities explains at least part of the out performance of country-specialized financial analysts. Surprisingly, while analysts’ geographical location has been shown in the literature to be a determinant of earnings forecast accuracy, it is not a source of a comparative advantage when it comes to stock recommendations.