Essays on Return Predictability in Financial Markets

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ISBN 13 :
Total Pages : 149 pages
Book Rating : 4.:/5 (17 download)

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Book Synopsis Essays on Return Predictability in Financial Markets by : Chan R. Mang

Download or read book Essays on Return Predictability in Financial Markets written by Chan R. Mang and published by . This book was released on 2012 with total page 149 pages. Available in PDF, EPUB and Kindle. Book excerpt: My thesis examines return predictability in government bond markets and currency markets. In Chapter 1, I take the term structure model in Cochrane and Piazzesi (2008) and construct currency market prices. The implied currency market prices are then counterfactually volatile and predictable, at least with respect to commonly used predictor variables. Getting the model closer to currency market data means reducing bond risk compensation but doing so nearly eliminates predictability in bond markets. One way to generate sensible time-variation in bond and currency risk-premia allows the volatility of returns to be time-varying. In Chapter 2, I test if alternative forecast rules perform better than the return-forecasting factor of Cochrane and Piazzesi (2008). I compare forecasts assuming all historical data is available to recursively made ones that are revised with the arrival of news. Differences in the two forecast rules systematically move with realized bond risk-premia and forecast mean yield curve levels and short-term interest rates one year ahead not just for the U.S., but also for government bond markets of other industrialized economies. I show that lower long-term rates relative to short-rates in 2004-2005 is consistent with an expected a decline of interest rates by market participants. In Chapter 3, I show that the cross-sectional average spread in the return-forecasting factor of Cochrane and Piazzesi (2005, 2008) can forecast currency risk-premia. However, the return-forecasting factor spread consistent with real-time data does not forecast currency risk-premia. I also find that both currency risk-premia and exchange rate changes have a predictable component that is detected by the information gap, what I call the hidden FX market factor, between forecasts that take as given the full sample of data and those consistent with real-time availability. Controlling for large and transitory exchange rate changes using this information gap make interest rate differentials between the average foreign country and the U.S. positively correlated with dollar appreciation rates, delivering the right sign predicted by uncovered interest parity.

Essays on Stock Return Predictability and Market Efficiency

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ISBN 13 :
Total Pages : 0 pages
Book Rating : 4.:/5 (14 download)

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Book Synopsis Essays on Stock Return Predictability and Market Efficiency by : Lei Jiang

Download or read book Essays on Stock Return Predictability and Market Efficiency written by Lei Jiang and published by . This book was released on 2011 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Stock Return Predictability

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Publisher : GRIN Verlag
ISBN 13 : 3656968926
Total Pages : 21 pages
Book Rating : 4.6/5 (569 download)

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Book Synopsis Stock Return Predictability by : Arthur Ritter

Download or read book Stock Return Predictability written by Arthur Ritter and published by GRIN Verlag. This book was released on 2015-05-27 with total page 21 pages. Available in PDF, EPUB and Kindle. Book excerpt: Research Paper (postgraduate) from the year 2015 in the subject Business economics - Banking, Stock Exchanges, Insurance, Accounting, grade: 17 (1,3), University of St Andrews (School of Management), course: Investment and Portfolio Management, language: English, abstract: Empirical evidence of stock return predictability obtained by financial ratios or macroeconomic factors has received substantial attention and remains a controversial topic to date. This is no surprise given that the existence of return predictability is not only of interest to practitioners but also introduces severe implications for financial models of risk and return. Founded on the assumption of efficient capital markets, research on capital asset pricing models has instigated this emergence of stock return predictability factors. Analysing these factors categorically, this paper will provide a balanced discussion of advocates as well as sceptics of stock return predictability. This essay will commence by firstly outlining the fundamental assumptions of an efficient capital market and its implications for return predictability. Subsequently, a thorough focus will be placed on the most significant predictability factors, including fundamental financial ratios and macroeconomic indicators as well as the validity of sampling methods used to attain return forecasts. Lastly this essay will reflect on the findings while proposing areas of further research.

Essays on Return Predictability and Volatility Estimation

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Publisher :
ISBN 13 :
Total Pages : 316 pages
Book Rating : 4.:/5 ( download)

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Book Synopsis Essays on Return Predictability and Volatility Estimation by : Yuzhao Zhang

Download or read book Essays on Return Predictability and Volatility Estimation written by Yuzhao Zhang and published by . This book was released on 2008 with total page 316 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Essays on the Predictability and Volatility of Returns in the Stock Market

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ISBN 13 :
Total Pages : 137 pages
Book Rating : 4.:/5 (276 download)

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Book Synopsis Essays on the Predictability and Volatility of Returns in the Stock Market by : Ruojun Wu

Download or read book Essays on the Predictability and Volatility of Returns in the Stock Market written by Ruojun Wu and published by . This book was released on 2008 with total page 137 pages. Available in PDF, EPUB and Kindle. Book excerpt: This dissertation studies the effect of parameter uncertainty on the return predictability and volatility of the stock market. The first two chapters focus on the decomposition of market volatility, and the third chapter studies the return predictability. When facing imperfect information, the investors tend to form a learning scheme that encompasses both historical data and prior beliefs. In the variance decomposition framework, the introducing of learning directly impacts the way that return forecasts are revised and consequently the relative component of market volatility based on these forecasts, namely the price movements from revision on future discount rates and those from future cash flows. According to the empirical study in Chapter 1, the former is not necessarily the major driving force of market volatility, which provides an alternative view on what moves stock prices. Learning is modeled and estimated by Bayesian method. Chapter 2 follows the topic in Chapter 1 and studies the role of persistent state variables in return decomposition in order to provide more robust inference on variance decomposition. In Chapter 3 we propose to utilize theoretical constraints to help predict market returns when in sample data is very noisy and creates model uncertainty for the investors. The constraints are also incorporated by Bayesian method. We show in the out-of-sample forecast experiment that models with theoretical constraints produce better forecasts.

Three Essays on Stock Market Volatility and Stock Return Predictability

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Publisher :
ISBN 13 :
Total Pages : 310 pages
Book Rating : 4.:/5 ( download)

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Book Synopsis Three Essays on Stock Market Volatility and Stock Return Predictability by : Shu Yan

Download or read book Three Essays on Stock Market Volatility and Stock Return Predictability written by Shu Yan and published by . This book was released on 2000 with total page 310 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Three Essays on the Predictability of Stock Returns

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ISBN 13 :
Total Pages : 374 pages
Book Rating : 4.:/5 ( download)

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Book Synopsis Three Essays on the Predictability of Stock Returns by : Amit Goyal

Download or read book Three Essays on the Predictability of Stock Returns written by Amit Goyal and published by . This book was released on 2001 with total page 374 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Selected Essays in Empirical Asset Pricing

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Publisher : Springer Science & Business Media
ISBN 13 : 3834998141
Total Pages : 123 pages
Book Rating : 4.8/5 (349 download)

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Book Synopsis Selected Essays in Empirical Asset Pricing by : Christian Funke

Download or read book Selected Essays in Empirical Asset Pricing written by Christian Funke and published by Springer Science & Business Media. This book was released on 2008-09-15 with total page 123 pages. Available in PDF, EPUB and Kindle. Book excerpt: Christian Funke aims at developing a better understanding of a central asset pricing issue: the stock price discovery process in capital markets. Using U.S. capital market data, he investigates the importance of mergers and acquisitions (M&A) for stock prices and examines economic links between customer and supplier firms. The empirical investigations document return predictability and show that capital markets are not perfectly efficient.

Essays on Stock Return Predictability

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ISBN 13 :
Total Pages : 96 pages
Book Rating : 4.:/5 (94 download)

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Book Synopsis Essays on Stock Return Predictability by : Qing Bai

Download or read book Essays on Stock Return Predictability written by Qing Bai and published by . This book was released on 2014 with total page 96 pages. Available in PDF, EPUB and Kindle. Book excerpt: The dissertation consists of two essays. Essay I examines the return predictability by firm level R & D and innovation measures and shows that technology spillover helps to explain the positive innovation-return relation. Essay II propose a novel measure of conditional value premium based on firm's stock split announcement. This measure is shown to have a strong predicting power over value premium both in sample and out of sample. Essay I: I show that technology spillovers are important information phenomena that benefit both other innovators (as emphasized in the Industrial Organization literature) and stock market investors. I find that the premium associated with R & D and patenting activities is largely restricted to firms located in more isolated technology spaces with fewer spillovers. Moreover, there is a strong lead-lag effect among firms engaging in innovative activities: the stock prices of firms in more isolated technology spaces react more slowly to new information than do the stock prices of firms in more competitive technology spaces. Finally, announcement-day returns to patent grants are greater for more technologically important patents (measured by forward citations), but only for firms in more crowded technology spaces. My results indicate that investors are able to value innovative investments by exploiting the information flows associated with greater technology spillovers. Essay II: I propose a novel conditional value premium measure based on the present-value relation that the stock price impact of a firm's public announcement reveals the firm's expected discount rates. Specifically, because most splitting stocks are growth stocks on which, by construction, the value premium has strong influence, the average splitting stock announcement-day returns track closely conditional value premium. I find very similar results using announcements of divested asset acquisitions in which acquirers are usually growth firms. Consistent with risk-based explanations, my conditional value premium measure correlates positively with future GDP growth and helps explain the cross-section of stock returns.

Three Essays on Return Predictability and Decentralized Investment Management

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ISBN 13 :
Total Pages : 134 pages
Book Rating : 4.:/5 (858 download)

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Book Synopsis Three Essays on Return Predictability and Decentralized Investment Management by : Dashan Huang

Download or read book Three Essays on Return Predictability and Decentralized Investment Management written by Dashan Huang and published by . This book was released on 2013 with total page 134 pages. Available in PDF, EPUB and Kindle. Book excerpt: My research field is asset pricing with a focus on return predictability, innovation and market efficiency, and delegated investment management. In Chapter 1, "Maximum Return Predictability", I develop two theoretical upper bounds on the R2 of the regression of stock returns on predictive variables. Empirically, I found that the predictive R2s are significantly larger than the upper bounds, implying that existing asset pricing models are incapable of explaining the degree of return predictability. For example, the predictive R2 of the price dividend ratio for the U.S. market forecasting is 0.27% with monthly data. However, the theoretical upper bound is at most 0.07% with respect to CAPM, Fama-French three-factor model, CARA, habitat-formation model, long-run risk model, or rare disaster model. The finding of this paper suggests the development of new asset pricing models with new state variables that are highly correlated with stock returns. Recently, several papers found that the predictive power of almost all the existing macroeconomic variables exists only during economic recessions but does not exist over economic expansions. There perhaps have two reasons. First, existing predictors are individual economic variables and cannot capture the dynamics of the whole market. Second, the recognized predictive regression does not distinguish the varying ability of macro variables in forecasting the financial market. In Chapter 2, "Economic and Market Conditions: Two State Variables that Predict the Stock Market," Guofu Zhou and I identify two new predictors that capture the state of the economy and the state of the market condition, and found that the forecast of the market risk premium by the two predictors outperform a pooled forecast of dozens of existing predictors. Moreover, they forecast the stock market not only during down turns of the economy, but also during the up turns when other predictors fail. In decentralized investment management, there is always a friction between the principal and the manager. In Chapter 3, "The Servant of Two Masters: A Common Agency Explanation for Side-by-Side Management," I present a common agency model to study side-by-side (SBS) management in which a manager simultaneously manages two funds and separately contracts with the two different fund principals. The contracting is decentralized and includes two types of externalities: the manager's efforts are substitutable and the performance in one fund can generate a spillover effect on the other fund. The two principals can choose competition or free-riding. Under public contracting, competition is more likely to dominate free-riding. Under private contracting, however, free-riding becomes more important. In either case, SBS could generate better performance than standalone management.

Stock Return Predictability

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Publisher :
ISBN 13 : 9783656968931
Total Pages : 20 pages
Book Rating : 4.9/5 (689 download)

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Book Synopsis Stock Return Predictability by : Anselm Rogowski

Download or read book Stock Return Predictability written by Anselm Rogowski and published by . This book was released on 2015-06-03 with total page 20 pages. Available in PDF, EPUB and Kindle. Book excerpt: Research Paper from the year 2015 in the subject Business economics - Banking, Stock Exchanges, Insurance, Accounting, grade: 17 (1,3), University of St Andrews (School of Management), course: Investment and Portfolio Management, language: English, abstract: Empirical evidence of stock return predictability obtained by financial ratios or macroeconomic factors has received substantial attention and remains a controversial topic to date. This is no surprise given that the existence of return predictability is not only of interest to practitioners but also introduces severe implications for financial models of risk and return. Founded on the assumption of efficient capital markets, research on capital asset pricing models has instigated this emergence of stock return predictability factors. Analysing these factors categorically, this paper will provide a balanced discussion of advocates as well as sceptics of stock return predictability. This essay will commence by firstly outlining the fundamental assumptions of an efficient capital market and its implications for return predictability. Subsequently, a thorough focus will be placed on the most significant predictability factors, including fundamental financial ratios and macroeconomic indicators as well as the validity of sampling methods used to attain return forecasts. Lastly this essay will reflect on the findings while proposing areas of further research.

Essays on Asset Pricing

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Publisher :
ISBN 13 :
Total Pages : 0 pages
Book Rating : 4.:/5 (133 download)

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Book Synopsis Essays on Asset Pricing by : Xin Wang

Download or read book Essays on Asset Pricing written by Xin Wang and published by . This book was released on 2019 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: This thesis consists of three chapters that empirically investigate issues pertaining to asset pricing. In the first chapter, I find evidence of return predictability across intra-industry trading partners in international financial markets. Stock returns of importers significantly predict returns of corresponding exporters at the country-industry level. An investment strategy exploiting this effect generates average abnormal returns exceeding 6% annually. The magnitude of the effect is larger for smaller and less financially sophisticated countries, consistent with the return predictability being driven by frictions in the speed of information diffusion. However, this return cross-predictability cannot be explained by other country characteristics, including capital controls, exchange rate risk, and proxies for investor attention at the aggregate level. The second chapter analyzes the role of distance between foreign countries and the U.S. and foreign countries' talent in foreign mutual funds' performance in the U.S. I find that the correlation of distance and talent with returns is negative and positive, respectively. However, the effects are small and not statistically significant. For volatility, the effects are both economically and statistically significant: Distance is positively correlated with returns' standard deviation among mutual funds and with returns' standard deviation over time, while talent is negatively correlated with returns' standard deviation over time. The third chapter, co-authored with Jordi Mondria and Thomas Wu, decomposes attention allocation into two components, the familiar and the surprising, with opposite implications for US purchases of foreign stocks. On the one hand, familiarity-induced attention leads to an increase in US holdings of foreign equities. On the other hand, surprise-induced attention is associated with the net selling of foreign stocks because US investors tend to pay more attention to negative than to positive economic surprises from foreign countries. Our findings suggest that information asymmetries between locals and non-locals are more pronounced when it comes to good news, with information regarding bad news being relatively symmetric.

Essays in Financial Economics

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Publisher : Stanford University
ISBN 13 :
Total Pages : 153 pages
Book Rating : 4.F/5 ( download)

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Book Synopsis Essays in Financial Economics by : Francisco Jose Guedes dos Santos

Download or read book Essays in Financial Economics written by Francisco Jose Guedes dos Santos and published by Stanford University. This book was released on 2011 with total page 153 pages. Available in PDF, EPUB and Kindle. Book excerpt: This dissertation consists of three essays that examine various problems in financial economics. Chapter 1 fills in a gap in the IPO literature by documenting a close connection between IPO underpricing and the long-term underperformance of IPOs. Firms going public in periods of low underpricing do not underperform in the long run, while firms going public in high underpricing periods do. Furthermore, IPOs in later stages of high underpricing periods underperform even relative to their offer prices, which suggests that many of the most "underpriced" IPOs are in fact priced above fundamental value. This result is unlikely to be explained by differences in risk, or to be driven by a peso problem. I also find that firms going public in later stages of high underpricing periods display worse operating performance and profitability, lower asset growth, lower investment rates and higher cash holdings. Finally, I provide evidence that investor sentiment is stronger in high-underpricing periods. These results are consistent with a setting in which low quality firms, in periods in which the average underpricing in the market is high, try to exploit investors' sentiment by going public. Chapter 2 looks at the return predictability information in Single Country Closed-End Fund (SCCEF) discounts. It is long argued that discounts in closed-end funds are caused by differences in sentiment between investors that trade the fund and investors that trade the underlying assets. SCCEFs provide an interesting setting given the clear market segmentation. American SCCEFs are priced by American investors, while underlying assets are mainly traded by investors in the respective country. I argue that if cross-sectional and time-series variation in SCCEFs are linked to differences in sentiment, then the SCCEF discount can be used to predict future performance of SCCEFs, international stock markets, or both. The evidence on international stock markets' return predictability using SCCEF discounts is mixed. A trading strategy designed to exploit potential differences in sentiment by buying and selling international stock indices delivers alphas of around 90bps per month in an International CAPM. Adding three extra factors: value, size and momentum in U.S. equity does not change the result. However, once we control for international value and momentum in stock markets, we no longer observe positive alphas for short-horizon investments. The evidence on SCCEF return predictability from SCCEF discounts is very strong. For all three asset pricing models considered, a strategy that exploits differences in sentiment yields positive alphas, with magnitudes ranging from 2% to 4% per month. In Chapter 3, I investigate how the stock market reacts to earnings surprises announced during major sport events in the U.S. In a rational and frictionless market, investors should not react differently to announcements released during sport events. However, major sport events combine two known psychological biases. First, sports can be distracting, impairing investors' judgment. Second, sports can change people's mood. Hence, through these biases, market prices could be affected. Considering the Super Bowl, World Series of Baseball and NBA finals I find that investors, immediately after sport events, underreact to positive surprises, and overreact to negative surprises in earnings. After this initial reaction, I find that, investors undo their 'mistakes' in the following weeks to the announcement. However, for the most negative and positive surprises, they over-compensate. In this study, I show that non relevant financial events have an impact on market prices. Moreover, I show that the observed impact cannot be explained only by limited attention, as investor mood seems to be crucial to explain investors' reactions.

Essays on Disaster Risk and Equity Return Predictability

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Publisher :
ISBN 13 :
Total Pages : pages
Book Rating : 4.:/5 (18 download)

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Book Synopsis Essays on Disaster Risk and Equity Return Predictability by : Shunlin Liang

Download or read book Essays on Disaster Risk and Equity Return Predictability written by Shunlin Liang and published by . This book was released on 2016 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: This dissertation consists of two essays on disaster risk and equity return predictability. The first essay proposes new measures of firm-level and market level disaster risk from deviation of put-call symmetry, which is free from being contaminated by the asymmetry between option traders and equity investors. Compared with other known measures of disaster risk, the market-level disaster risk measure robustly predicts aggregate market returns, with out-of-sample (R^2=6.86%) for the next twelve months. The cross-sectional analysis shows that firm-level disaster risk also explains variations in expected stock returns. Stocks with high firm-level disaster risk earn an annual four-factor subsequent alpha 8.0% higher than stocks with low firm-level disaster risk. I explore potential mechanisms giving rise to these asset pricing facts. The second essay finds that the investor’s learning of higher moments can account for the time-variation, size, and volatility of equity premium. I estimate the investor’s belief on skewness and kurtosis of consumption and dividend growth, and assume investor’s Bayesian learning about a skew student’s t-distribution with unknown fixed parameters. The predictive regressions show that more negative skewness and higher kurtosis predict higher subsequent market excess returns, which implies the investor’s learning generates the time variation of equity premium although the true distribution is static. The calibrated asset pricing model shows that the investor’s learning also explains the size and volatility of the equity premium observed in the data when the investor has a preference for early resolution of uncertainty.

Essays on Stock Return Predictability and Portfolio Allocation

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Publisher :
ISBN 13 :
Total Pages : 380 pages
Book Rating : 4.:/5 (318 download)

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Book Synopsis Essays on Stock Return Predictability and Portfolio Allocation by : Bradley Steele Paye

Download or read book Essays on Stock Return Predictability and Portfolio Allocation written by Bradley Steele Paye and published by . This book was released on 2004 with total page 380 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Essays in Predictability of Stock Returns in International Markets

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Publisher :
ISBN 13 :
Total Pages : 202 pages
Book Rating : 4.:/5 (556 download)

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Book Synopsis Essays in Predictability of Stock Returns in International Markets by : Dong Hong

Download or read book Essays in Predictability of Stock Returns in International Markets written by Dong Hong and published by . This book was released on 2003 with total page 202 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Essays in Financial Economics

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ISBN 13 :
Total Pages : 228 pages
Book Rating : 4.:/5 (81 download)

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Book Synopsis Essays in Financial Economics by : Sung Bin Sohn

Download or read book Essays in Financial Economics written by Sung Bin Sohn and published by . This book was released on 2012 with total page 228 pages. Available in PDF, EPUB and Kindle. Book excerpt: This dissertation consists of three essays in financial economics. The first two essays explore how initial public offerings are affected by various stock market conditions. In the third essay, I study the meaning of innovations in investor sentiment. In the first essay, I use cointegration techniques to decompose stock market shocks into permanent and transitory shocks, building on the idea that transitory shocks should not have long-run effects on dividends and stock prices. The decomposed shocks improve on existing valuation measures by indicating the extent to which market value is driven by permanent or transitory fluctuations. I then examine the effects of these shocks on several aspects of IPOs, and find that (1) despite the lack of long-run effects on firms' value, more firms go public in response to stronger transitory shocks; (2) firms that go public after stronger transitory shocks underperform their benchmark more severely in the long run; (3) during the book-building period, managers are more likely to limit secondary share sales after stronger transitory shocks; and (4) managers who limit secondary share sales further during the book-building period exhibit more severe long-run underperformance. These findings are consistent with the hypothesis that transitory shocks induce more IPOs that opportunistically exploit temporarily higher market valuation than IPOs that finance profitable projects in better market conditions. The findings are also consistent with the hypothesis that managers are more prone to become overconfident after stronger transitory shocks and that the resulting overconfidence leads to long-run underperformance. The decomposition methodology can also be applied to other corporate finance decisions such as SEOs, mergers and investments. The second essay establishes a model that incorporates both uncertainty and dispersion of opinion to examine how these two factors affect IPO stock performance. The model predicts that, unlike uncertainty, dispersion of opinion has nonlinear effects. There is a threshold of dispersion of opinion below which the dispersion does not affect IPO stock performance. Above the threshold, on the other hand, larger dispersion of opinion bids up the stock price higher and consequently yields the lower long-run return. The level of the threshold is increasing in the amount of free-floating shares in the market. Since IPO firms tend to have relatively small free-floating shares than other listed firms, IPO stocks are more subject to the dispersion of opinion. Thus, empirical researches that do not control the dispersion of opinion can produce misleading results on IPO performance. The model also predicts IPOs observations are subject to self-selection bias. Private firms would decide not to go public under the combination of high uncertainty and small dispersion of opinion, which could actually yield high long-run returns. This prediction helps explain the time variation of IPO volume and the general pattern of IPO long-run underperformance. The third essay tries to understand the meaning of innovations in investor sentiment. The role of investor sentiment in the stock market has attracted attentions of economists. Previous papers show that investor sentiment has return predictability and it is more pronounced among stocks that are more difficult to value and to arbitrage, and emphasize the behavioral role of investor sentiment. However, it still remains unclear whether this predictability is due to a causal effect of autonomous animal spirits or not. Alternatively, investor sentiment may reflect systematic risks and the predictability could be mere coincidence, not causation. For a structural interpretation, I introduce a modified version of the long-run risks model in which sentiment innovations arise from both animal spirit shocks and several risk shocks, and animal spirit shocks could affect stock returns. By matching impulse responses from data simulated according to the theoretical model to those from actual data, I estimate parameters in the model. The estimated model moderately replicates the historical data in the actual stock market. The estimation results show that a substantial amount of variation in investor sentiment is explained by systematic risk shocks as well as by animal spirit shocks, and that animal spirit shocks can have significant effects on stock returns. The findings suggest that investor sentiment is a noisy proxy of animal spirits and that autonomous animal spirits are at least in part responsible for the apparent return predictability of investor sentiment.