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Three Essays on Firm-specific Volatility

Three Essays on Firm-specific Volatility
Author: Maria Gabriela Schutte
Publisher:
Total Pages:
Release: 2007
Genre: Business cycles
ISBN:

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The central objective of my dissertation is to study the behavior of firm-specific volatility in countries around the world. Consistent with existing literature, I use firm-specific volatility to measure two important concepts: the information content of stocks and firm-specific risk. In Chapter One I hypothesize that the institutional environment in a country has direct consequences on firm-specific risk. A stronger institutional environment results in higher product market competition, higher firm turnover, and higher rates of technological innovation. Consistent with my predictions, I find that creative destruction explains a significant proportion of the cross-sectional differences in firm specific volatility in 40 countries. In Chapter Two I look at the cyclical fluctuations of comovement in the US and 27 other countries during the period 1980-2005. I find that, in general, comovement tends to be countercyclical. Additionally, I find wide cross-sectional variation in the strength of association between comovement and the business cycle. This strength of association positively correlates to a measure of variability in information production. In turn, I find that the information environment can reduce variability in information production and reduce cyclical fluctuations in stock return correlations. Finally, in Chapter I find that idiosyncratic risk has explanatory power on the cross-section of expected returns in international markets. I find strong support to the theory in all countries under study. In eight of the fifteen countries surveyed the relation is significantly positive while in the remaining seven countries the relation is zero. In no instance do I find the relation to be negative. In addition, the results from my analysis are economically significant. I find that after controlling for stock characteristics (beta, size, and momentum) the response in excess returns to a 1% increase in monthly-expected idiosyncratic risk ranges across countries between zero and one half of a percent.


Three Essays on Stock Market Volatility

Three Essays on Stock Market Volatility
Author: Chengbo Fu
Publisher:
Total Pages: 0
Release: 2019
Genre:
ISBN:

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This dissertation consists of three essays on stock market volatility. In the first essay, we show that investors will have the information in the idiosyncratic volatility spread when using two different models to estimate idiosyncratic volatility. In a theoretical framework, we show that idiosyncratic volatility spread is related to the change in beta and the new betas from the extra factors between two different factor models. Empirically, we find that idiosyncratic volatility spread predicts the cross section of stock returns. The negative spread-return relation is independent from the relation between idiosyncratic volatility and stock returns. The result is driven by the change in beta component and the new beta component of the spread. The spread-relation is also robust when investors estimate the spread using a conditional model or EGARCH method. In the second essay, the variance of stock returns is decomposed based on a conditional Fama-French three-factor model instead of its unconditional counterpart. Using time-varying alpha and betas in this model, it is evident that four additional risk terms must be considered. They include the variance of alpha, the variance of the interaction between the time-varying component of beta and factors, and two covariance terms. These additional risk terms are components that are included in the idiosyncratic risk estimate using an unconditional model. By investigating the relation between the risk terms and stock returns, we find that only the variance of the time-varying alpha is negatively associated with stock returns. Further tests show that stock returns are not affected by the variance of time-varying beta. These results are consistent with the findings in the literature identifying return predictability from time-varying alpha rather than betas. In the third essay, we employ a two-step estimation method to separate the upside and downside idiosyncratic volatility and examine its relation with future stock returns. We find that idiosyncratic volatility is negatively related to stock returns when the market is up and when it is down. The upside idiosyncratic volatility is not related to stock returns. Our results also suggest that the relation between downside idiosyncratic volatility and future stock returns is negative and significant. It is the downside idiosyncratic volatility that drives the inverse relation between total idiosyncratic volatility and stock returns. The results are consistent with the literature that investor overreact to bad news and underreact to good news.


Three Essays on Idiosyncratic Volatility

Three Essays on Idiosyncratic Volatility
Author: Anas Aboulamer
Publisher:
Total Pages: 157
Release: 2015
Genre:
ISBN:

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This thesis consists of three essays. The first essay (chapter two) examines the relationship between idiosyncratic volatility and future returns in the Canadian market. The negative relationship between realized idiosyncratic volatility (RIvol) and future returns uncovered by Ang et al. (2006) for the US market has been attributed to return reversals. For the Canadian market where return reversals have considerably less importance, we find that RIvol is positively related to future returns, even after controlling for risk loadings, illiquidity and reversals. Unlike the findings of Bali et al. (2011) for the US market, we find for the Canadian market that the relationship between extreme positive returns and future returns is positive and that idiosyncratic volatility is consistently positively related to future returns. The second essay (chapter three) discusses the relationship between closed end fund discounts and the level of uncertainty about its holdings. Our trade-off model states that the intrinsic premium of a closed-end fund (CEF) is equal to the CEF’s price minus both its NAVPS (net asset value per share) and the net present value (NPV) of its future benefits from liquidity, managerial abilities and leverage minus its managerial costs. Any additional premium will persist to the extent that arbitrage between these two price series is both costly and risky. We find that arbitrage incompleteness due to the uncertainties about this NPV and the CEF’s holdings, as captured by idiosyncratic risk and other proxies, explains over two-thirds of the variation in CEF premiums or their changes. As expected, we find that the CEF premium is negatively related to gross leverage, management fees, cash and bond holdings, and positively related to liquidity enhancement, CEF performance and net leverage. These results are consistent with our finding that changes in CEF prices and NAVPS are more integrated than segmented using the Kappa test of Kapadia and Pu (2012). The third essay (chapter four) investigates the information content of idiosyncratic volatility around the public release of M&A rumors. We examine the releases of hand-collected initial rumors about potential M&A for 2250 firms. Unlike previous research, we find that a strategy of investing in firms with rumors of lower (greater) credibility yields negative (positive) changes in idiosyncratic volatilities around the rumor dates and subsequent returns. We argue that this asymmetric effect on idiosyncratic volatilities is linked to asymmetric changes in the heterogeneity of the probabilities of actual M&A when conditioned on rumor credibility. Changes in idiosyncratic volatilities are positively related to the market implicit probabilities of M&A as measured by the ratio of the market values at the M&A announcement and rumor dates.


Three Essays on Volatility

Three Essays on Volatility
Author: Stefano Mazzotta
Publisher:
Total Pages: 410
Release: 2005
Genre: Capital market
ISBN:

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"This dissertation is in the form of one survey paper and three essays on the topic of volatility. The unifying feature that permeates the entire thesis is the focus on the measurement and use of conditional second moment of equities and currencies as a measure of risk for asset pricing and policy purposes in the context of international markets." --


Three Essays on Volatility

Three Essays on Volatility
Author: Peilin Hsieh
Publisher:
Total Pages: 318
Release: 2013
Genre:
ISBN:

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My dissertation focuses on economic studying of volatility issues. Three essays are contained in my dissertation. Essay 1 extends a microstructure model to explain the change of volatility and thus links traders' belief to the volatility change. Our model shows that when market is more uncertain about the value of the stock, the higher the (return) volatility. Essay 2 turns to explore more economic factors that could cause volatility regime switch. We find that US stock return processes, including drift, diffusion, and jump, differ along with US political cycle. Our results imply that the presidency in different parties has distinct policy making processes and thus influence the way information flows into the market, altering the return processes. In the final essay, we document and explain a volatility Bid-Ask spread pattern that increases as time to maturity decreases. Our research develops a model that explains the volatility spread pattern. We show that, as time passes, the required hedging uncertainty premium charged by the liquidity providers decays more slowly while the premium contained in the quoted options price decays at an increasingly higher rate which is determined by the option pricing model. Therefore, liquidity providers need to increase asking and decrease bidding volatility to maintain the profit necessary to compensate slowly decaying hedging uncertainty premium. Our results strongly suggest that studies on volatility spread should detrend the data to make the estimation models correct as well as the series stationary. Without adjusting the trend and autocorrelation problems, statistical results are inaccurate and misleading. More importantly, based on our theoretical model, we also find that: (a) the implied volatility spread does not increase in proportion to the increase of implied volatility, and (b) the increase of volatility uncertainty is not a sufficient condition for an increase in the percentage spread. Finally, to augment the validity of our claims, we provide rigorous econometric tests which support our propositions.


Three Essays in Empirical Asset Pricing

Three Essays in Empirical Asset Pricing
Author: Stephen Szaura
Publisher:
Total Pages:
Release: 2021
Genre:
ISBN:

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"This thesis comprises three essays in empirical asset pricing. My first essay entitled "Are stock and corporate bond markets integrated? A Big Data Approach" I document the existence a growing Factor Zoo of discovered characteristics and factors that predict the cross-section of corporate bond returns and generate a significant high minus low portfolio alpha. I determine a higher statistical benchmark, by accounting for those characteristics and factors that have been discovered in published and working papers and find that in cross-sectional regressions and portfolio sorts of over a hundred characteristics and factors, on average 2.4% predict the cross-section of corporate bond returns when adjusting for higher benchmarks. A multivariate horse-race of all characteristics and factors in cross-sectional regressions finds a higher number of corporate bond, rather than stock, characteristics and factors that predict the cross-section of corporate bond returns when adjusting for higher benchmarks. In addition to the lower number of corporate bond characteristics and factors that predict the cross-section of stock returns, my results show that the stock and corporate bond markets are more segmented than previously documented.My second essay is based on a joint working paper entitled "Do Option Implied Measures of Stock Mispricing Find Investment Opportunities or Market Frictions" where we find that existing option implied stock mis-pricing measures, the portfolios identified as being the most mispriced (highest quintile), typically have the highest shorting fee. When those stocks are omitted, the average abnormal returns of the long-short stock portfolios are insignificant or greatly reduced in economic magnitude. We propose a new measure, IPD, using a novel intra-day options trades data set, circumvents this and does not require shorting hard to borrow firms.My third essay is based on a joint working paper entitled "Accounting Transparency and the Implied Volatility Skew". We show theoretically and empirically that firms with higher accounting transparency have an implied volatility smirk that is more sensitive to leverage (vice versa). The more clear the accounting information the more skewed the implied volatility smirk. Our theoretical predictions rely on extending the Duffie and Lando [2001] credit risk model to stock option pricing whereby incomplete accounting information and the risk of bankruptcy together act as an economic source of jump risk for stocks. Empirical tests confirm the theoretical predictions of the model and the model can be solved in closed form solution up to Bivariate Standard Normal Cumulative Distribution Function"--