Equilibrium Asset Pricing Models and Predictability of Excess Returns

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Publisher :
ISBN 13 :
Total Pages : 62 pages
Book Rating : 4.:/5 (292 download)

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Book Synopsis Equilibrium Asset Pricing Models and Predictability of Excess Returns by : M. Hashem Pesaran

Download or read book Equilibrium Asset Pricing Models and Predictability of Excess Returns written by M. Hashem Pesaran and published by . This book was released on 1993 with total page 62 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Equilibrium Asset Pricing Models and Predictability of Excess Returns

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Publisher :
ISBN 13 :
Total Pages : 31 pages
Book Rating : 4.:/5 (933 download)

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Book Synopsis Equilibrium Asset Pricing Models and Predictability of Excess Returns by :

Download or read book Equilibrium Asset Pricing Models and Predictability of Excess Returns written by and published by . This book was released on 1991 with total page 31 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Empirical Asset Pricing

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Publisher : MIT Press
ISBN 13 : 0262039370
Total Pages : 497 pages
Book Rating : 4.2/5 (62 download)

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Book Synopsis Empirical Asset Pricing by : Wayne Ferson

Download or read book Empirical Asset Pricing written by Wayne Ferson and published by MIT Press. This book was released on 2019-03-12 with total page 497 pages. Available in PDF, EPUB and Kindle. Book excerpt: An introduction to the theory and methods of empirical asset pricing, integrating classical foundations with recent developments. This book offers a comprehensive advanced introduction to asset pricing, the study of models for the prices and returns of various securities. The focus is empirical, emphasizing how the models relate to the data. The book offers a uniquely integrated treatment, combining classical foundations with more recent developments in the literature and relating some of the material to applications in investment management. It covers the theory of empirical asset pricing, the main empirical methods, and a range of applied topics. The book introduces the theory of empirical asset pricing through three main paradigms: mean variance analysis, stochastic discount factors, and beta pricing models. It describes empirical methods, beginning with the generalized method of moments (GMM) and viewing other methods as special cases of GMM; offers a comprehensive review of fund performance evaluation; and presents selected applied topics, including a substantial chapter on predictability in asset markets that covers predicting the level of returns, volatility and higher moments, and predicting cross-sectional differences in returns. Other chapters cover production-based asset pricing, long-run risk models, the Campbell-Shiller approximation, the debate on covariance versus characteristics, and the relation of volatility to the cross-section of stock returns. An extensive reference section captures the current state of the field. The book is intended for use by graduate students in finance and economics; it can also serve as a reference for professionals.

Predictability and the Cross-section of Expected Returns

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Publisher :
ISBN 13 :
Total Pages : pages
Book Rating : 4.:/5 (119 download)

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Book Synopsis Predictability and the Cross-section of Expected Returns by : Christian Schlag

Download or read book Predictability and the Cross-section of Expected Returns written by Christian Schlag and published by . This book was released on 2020 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: Many modern macro finance models imply that excess returns on arbitrary assets are predictable via the price-dividend ratio and the variance risk premium of the aggregate stock market. We propose a simple empirical test for the ability of such a model to explain the cross-section of expected returns by sorting stocks based on the sensitivity of expected returns to these quantities. Models with only one uncertainty-related state variable, like the habit model or the long-run risks model, cannot pass this test. However, even extensions with more state variables mostly fail. We derive conditions under which models would be able to produce expected return patterns in line with the data and discuss various examples.

Equilibrium Asset Pricing Models and Predictibility of Excess Returns

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Publisher :
ISBN 13 :
Total Pages : pages
Book Rating : 4.:/5 (599 download)

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Book Synopsis Equilibrium Asset Pricing Models and Predictibility of Excess Returns by : M. Hashem Pesaran

Download or read book Equilibrium Asset Pricing Models and Predictibility of Excess Returns written by M. Hashem Pesaran and published by . This book was released on 1991 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:

Global Stock Markets

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Publisher : Springer Science & Business Media
ISBN 13 : 3663085295
Total Pages : 346 pages
Book Rating : 4.6/5 (63 download)

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Book Synopsis Global Stock Markets by : Wolfgang Drobetz

Download or read book Global Stock Markets written by Wolfgang Drobetz and published by Springer Science & Business Media. This book was released on 2013-06-29 with total page 346 pages. Available in PDF, EPUB and Kindle. Book excerpt: Wolfgang Drobetz provides empirical evidence on the time variation of expected stock returns over the stages of the business cycle.

General Equilibrium Option Pricing Method: Theoretical and Empirical Study

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Publisher : Springer
ISBN 13 : 9811074283
Total Pages : 163 pages
Book Rating : 4.8/5 (11 download)

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Book Synopsis General Equilibrium Option Pricing Method: Theoretical and Empirical Study by : Jian Chen

Download or read book General Equilibrium Option Pricing Method: Theoretical and Empirical Study written by Jian Chen and published by Springer. This book was released on 2018-04-10 with total page 163 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book mainly addresses the general equilibrium asset pricing method in two aspects: option pricing and variance risk premium. First, volatility smile and smirk is the famous puzzle in option pricing. Different from no arbitrage method, this book applies the general equilibrium approach in explaining the puzzle. In the presence of jump, investors impose more weights on the jump risk than the volatility risk, and as a result, investors require more jump risk premium which generates a pronounced volatility smirk. Second, based on the general equilibrium framework, this book proposes variance risk premium and empirically tests its predictive power for international stock market returns.

An Analytical Framework for Assessing Asset Pricing Models and Predictability

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Publisher :
ISBN 13 :
Total Pages : 47 pages
Book Rating : 4.:/5 (129 download)

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Book Synopsis An Analytical Framework for Assessing Asset Pricing Models and Predictability by : René Garcia

Download or read book An Analytical Framework for Assessing Asset Pricing Models and Predictability written by René Garcia and published by . This book was released on 2008 with total page 47 pages. Available in PDF, EPUB and Kindle. Book excerpt: New insights about the connections between stock market volatility and returns, the pricing of long-run claims, or return predictability have recently revived interest in consumption-based equilibrium asset pricing. The recursive utility model is prominently used in these contexts to determine the price of assets in equilibrium. Often, solutions are approximate and quantities of interest are computed through simulations. We propose an approach that delivers closed-form formulas for price-consumption and price-dividend ratios, as well as for many of the statistics usually computed to assess the ability of the model to reproduce stylized facts. The proposed framework is flexible enough to capture rich dynamics for consumption and dividends. Closed-form formulas facilitate the economic interpretation of empirical results. We illustrate the usefulness of our approach by investigating the properties of long-run asset pricing models in many empirical dimensions.

Return Predictability and Stock Market Crashes in a Simple Rational Expectations Model

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ISBN 13 :
Total Pages : pages
Book Rating : 4.:/5 (835 download)

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Book Synopsis Return Predictability and Stock Market Crashes in a Simple Rational Expectations Model by :

Download or read book Return Predictability and Stock Market Crashes in a Simple Rational Expectations Model written by and published by . This book was released on 2005 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: This paper presents a simple rational expectations model of intertemporal asset pricing. It shows that heterogeneous risk aversion of investors is likely to generate declining aggregate relative risk aversion. This leads to predictability of asset returns and high and persistent volatility. Stock market crashes may be observed if relative risk aversion differs strongly across investors. Then aggregate relative risk aversion may sharply increase given a small impairment in fundamentals so that asset prices may strongly decline. Changes in aggregate relative risk aversion may also lead to resistance and support levels as used in technical analysis. For numerical illustration we propose an analytical asset price formula. -- Aggregate relative risk aversion ; Equilibrium asset price processes ; Excess Volatility ; Return predictability ; Stock market crashes

Asset Return Predictability in a Heterogeneous Agent Equilibrium Model

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Publisher :
ISBN 13 :
Total Pages : 55 pages
Book Rating : 4.:/5 (9 download)

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Book Synopsis Asset Return Predictability in a Heterogeneous Agent Equilibrium Model by : Murray Carlson

Download or read book Asset Return Predictability in a Heterogeneous Agent Equilibrium Model written by Murray Carlson and published by . This book was released on 2015 with total page 55 pages. Available in PDF, EPUB and Kindle. Book excerpt: We use a general equilibrium model as a laboratory for generating predictable excess returns and for assessing the properties of the estimated consumption/portfolio rules, under both the empirical and the true dynamics of excess returns. The advantage of this approach, relative to the existing literature, is that the equilibrium model delineates the precise nature of the risk/return trade-off within an optimizing setting that endogenizes return predictability. In the experiments that we consider, the estimation issues are so severe that simple unconditional consumption and portfolio rules actually outperform (in a utility cost sense) both simple and bias-corrected empirical estimates of conditionally optimal policies.

Empirical Asset Pricing

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Publisher : MIT Press
ISBN 13 : 0262351307
Total Pages : 497 pages
Book Rating : 4.2/5 (623 download)

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Book Synopsis Empirical Asset Pricing by : Wayne Ferson

Download or read book Empirical Asset Pricing written by Wayne Ferson and published by MIT Press. This book was released on 2019-03-26 with total page 497 pages. Available in PDF, EPUB and Kindle. Book excerpt: An introduction to the theory and methods of empirical asset pricing, integrating classical foundations with recent developments. This book offers a comprehensive advanced introduction to asset pricing, the study of models for the prices and returns of various securities. The focus is empirical, emphasizing how the models relate to the data. The book offers a uniquely integrated treatment, combining classical foundations with more recent developments in the literature and relating some of the material to applications in investment management. It covers the theory of empirical asset pricing, the main empirical methods, and a range of applied topics. The book introduces the theory of empirical asset pricing through three main paradigms: mean variance analysis, stochastic discount factors, and beta pricing models. It describes empirical methods, beginning with the generalized method of moments (GMM) and viewing other methods as special cases of GMM; offers a comprehensive review of fund performance evaluation; and presents selected applied topics, including a substantial chapter on predictability in asset markets that covers predicting the level of returns, volatility and higher moments, and predicting cross-sectional differences in returns. Other chapters cover production-based asset pricing, long-run risk models, the Campbell-Shiller approximation, the debate on covariance versus characteristics, and the relation of volatility to the cross-section of stock returns. An extensive reference section captures the current state of the field. The book is intended for use by graduate students in finance and economics; it can also serve as a reference for professionals.

Financial Markets and the Real Economy

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Publisher : Now Publishers Inc
ISBN 13 : 1933019158
Total Pages : 117 pages
Book Rating : 4.9/5 (33 download)

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Book Synopsis Financial Markets and the Real Economy by : John H. Cochrane

Download or read book Financial Markets and the Real Economy written by John H. Cochrane and published by Now Publishers Inc. This book was released on 2005 with total page 117 pages. Available in PDF, EPUB and Kindle. Book excerpt: Financial Markets and the Real Economy reviews the current academic literature on the macroeconomics of finance.

The Predictability Implied by Consumption-Based Asset Pricing Models

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Publisher :
ISBN 13 :
Total Pages : 32 pages
Book Rating : 4.:/5 (13 download)

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Book Synopsis The Predictability Implied by Consumption-Based Asset Pricing Models by : Jiun-Lin Chen

Download or read book The Predictability Implied by Consumption-Based Asset Pricing Models written by Jiun-Lin Chen and published by . This book was released on 2018 with total page 32 pages. Available in PDF, EPUB and Kindle. Book excerpt: The consumption-based models have a lack of predictive power for explaining variability of stock returns. This paper examines two well-known models, Campbell and Cochrane (1999)'s habit model and Bansal and Yaron (2004)'s long-run risks model, to see whether they produce a significant power of return predictability. For the habit model, empirical tests reveal that the state variable, the surplus consumption ratio, explains counter-cyclical time-varying expected returns. The long-run risks model also proves to explain that main sources of volatility in price-dividend ratio are a persistent and predictable consumption growth rate and fluctuating economic uncertainty. The models are also tested by following the work of Kirby (1998) whether they can explain the observed return predictability. Both models fail to generate any significant predictive power. The habit model is relatively strong in volatility, which implies that variation in expected excess return is largely attributable to the time-varying risk aversion.

Asset Pricing with Time Varying Volatility

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Publisher :
ISBN 13 :
Total Pages : 216 pages
Book Rating : 4.:/5 (318 download)

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Book Synopsis Asset Pricing with Time Varying Volatility by : Victor Ng

Download or read book Asset Pricing with Time Varying Volatility written by Victor Ng and published by . This book was released on 1989 with total page 216 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Machine Learning in Asset Pricing

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Publisher : Princeton University Press
ISBN 13 : 0691218706
Total Pages : 156 pages
Book Rating : 4.6/5 (912 download)

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Book Synopsis Machine Learning in Asset Pricing by : Stefan Nagel

Download or read book Machine Learning in Asset Pricing written by Stefan Nagel and published by Princeton University Press. This book was released on 2021-05-11 with total page 156 pages. Available in PDF, EPUB and Kindle. Book excerpt: A groundbreaking, authoritative introduction to how machine learning can be applied to asset pricing Investors in financial markets are faced with an abundance of potentially value-relevant information from a wide variety of different sources. In such data-rich, high-dimensional environments, techniques from the rapidly advancing field of machine learning (ML) are well-suited for solving prediction problems. Accordingly, ML methods are quickly becoming part of the toolkit in asset pricing research and quantitative investing. In this book, Stefan Nagel examines the promises and challenges of ML applications in asset pricing. Asset pricing problems are substantially different from the settings for which ML tools were developed originally. To realize the potential of ML methods, they must be adapted for the specific conditions in asset pricing applications. Economic considerations, such as portfolio optimization, absence of near arbitrage, and investor learning can guide the selection and modification of ML tools. Beginning with a brief survey of basic supervised ML methods, Nagel then discusses the application of these techniques in empirical research in asset pricing and shows how they promise to advance the theoretical modeling of financial markets. Machine Learning in Asset Pricing presents the exciting possibilities of using cutting-edge methods in research on financial asset valuation.

An Investigation of Asset Pricing Puzzles with Cyclical Risk Aversion and Intertemporal Substitution

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

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Book Synopsis An Investigation of Asset Pricing Puzzles with Cyclical Risk Aversion and Intertemporal Substitution by : Xian Yang

Download or read book An Investigation of Asset Pricing Puzzles with Cyclical Risk Aversion and Intertemporal Substitution written by Xian Yang and published by . This book was released on 2001 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: Representative agent models that embed the Lucas-Breeden (Lucas (1978), Breeden (1979)) paradigm for explaining asset return differentials are generally regarded as inconsistent with the empirical data. Difficulties such as the equity premium puzzle (Mehra and Prescott (1985)), the risk free rate puzzle (Weil (1989)), etc., are well documented and it has been shown that these puzzles are very robust (Kocherlakota (1996), Campbell (1996) and Cochrane (1997) provide good surveys). Recently, however, several authors (Campbell and Cochrane (1999), Gordon and St. Amour (2000, 2001) and Bakshi and Chen (1996) are some examples) have pointed to time-varying risk aversion as a potential source of mis-specification that may account for these puzzles. However, risk aversion and intertemporal substitution are intertwined in these models, just as they are in the additive expected utility model, therefore it is impossible to interpret unambiguously which feature of preferences varies over the cycle. The preferences suggested by Epstein and Zin (1989) can separate the coefficient of relative risk aversion ('CRRA') from the elasticity of intertemporal substitution ('EIS') and allow average consumption growth to have a much smaller effect than consumption volatility on the risk free interest rate. This paper generalizes the model of Epstein and Zin (1989) by allowing the representative agent to display countercyclical risk aversion and assesses if such behavior can add to the explanation of various empirical phenomena that have been investigated in finance and macroeconomics, such as the Mehra and Prescott (1985) equity premium puzzle. I investigate various combinations of state dependent 'CRRA' with state dependent 'EIS'. In the case of constant ' EIS' and time varying 'CRRA', my results look very similar to those generated without state dependence. However, I also investigate the same model but with time varying 'EIS' and constant ' CRRA'. I find that a time varying 'EIS' provides delightful results. I also find that time varying 'EIS' combined with a time varying 'CRRA' leads to even better results. As a further check, I use my calibrated preference parameters to predict the long-term interest rate. The calibrated preference parameters lead to very sensible term structure predictions. I also investigate a similar problem in an open economy. Based on a two-country general equilibrium model, I investigate the asset pricing puzzles from a different angle; i.e. an analysis of the predictability of excess rates of return on discount bonds, equities and foreign money markets using regression analysis. My work in an open economy setting basically supports Bekaert, Hodrick and David (1997) conclusion. I find that when I introduce both time varying ' EIS' and 'CRRA' into my two country model, the improved predictability of excess returns is insignificant. My results uphold a stronger statement: incorporating first order risk aversion with a simple pattern for time varying risk aversion and intertemporal substitution does not help much either. But my findings do not rule out the possibility that there could exist a richer pattern of time varying [rho] and à such that the estimated ßs can match the stylized results.

Essays on Equilibrium Asset Pricing

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Publisher :
ISBN 13 :
Total Pages : 0 pages
Book Rating : 4.:/5 (136 download)

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Book Synopsis Essays on Equilibrium Asset Pricing by : Aoxiang Yang (Ph.D.)

Download or read book Essays on Equilibrium Asset Pricing written by Aoxiang Yang (Ph.D.) and published by . This book was released on 2022 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: My dissertation is developed to address unresolved issues in the asset pricing literature, focusing on both risk premium levels and dynamics. Chapter 1 addresses short-horizon risk premium dynamics. In the data, stock market volatility weakly or even negatively predicts short-run equity and variance risk premia, challenging positive risk-return trade-offs at the heart of leading asset pricing models. I show that a puzzling negative volatility-risk premia relationship concentrates in scattered high-uncertainty states, which occur about 20\% of the time. While at other times, the relationship is strongly positive. I develop a micro-founded learning model in which due to learning frictions investors underreact to structural breaks in high-volatility periods and overreact to transitory variance shocks in normal times. The model can successfully explain the novel time-varying volatility-risk premia relationship at short and long horizons. The model can further account for many other data features, such as a robust positive correlation between equity and variance risk premium, the leverage effect, and negative observations of equity and variance risk premia at the onsets of recessions. Chapter 2, coauthored with Professor Bjorn Eraker, focuse on equilibrium derivatives pricing. It is motivated by the observation that leading asset pricing models typically can not explain the levels or dynamics of VIX options prices. We develop a tractable equilibrium pricing model to explain observed characteristics in equity returns, VIX futures, S\&P 500 options, and VIX options data based on affine jump-diffusive state dynamics and representative agents endowed with Duffie-Epstein recursive preferences. A specific model aimed at capturing VIX options prices and other asset market data is shown to successfully replicate the salient features of consumption, dividends, and asset market data, including the first two moments of VIX futures returns, the average implied volatilities in SPX and VIX options, and first and higher-order moments of VIX options returns. In the data, we document a time variation in the shape of VIX option implied volatility and a time-varying hedging relationship between VIX and SPX options which our model both captures. Our model also matches many other asset pricing moments such as equity premia, variance risk premia, risk-free interest rates, and short-horizon return predictability. To derive our specific model, we first develop a general framework for pricing assets under recursive Duffie-Epstein preferences with IES set to one under the assumption that state variables follow affine jump diffusions, as in \citet{DPS00}. Relative to the literature, our framework has a clear marginal contribution that it is an endowment-based equilibrium model with (i) clearly stated affine state variable dynamics and (ii) precisely characterized equilibrium value function, risk-free rate, prices of risks, and risk-neutral state dynamics. We prove our state-price density is a precise $IES\to1$ limit of that approximately solved in \citet{ErakShal08}. The recursive preference assumption implies that higher-order conditional moments of the economic fundamental, such as its growth volatility and volatility-of-volatility, are explicitly priced in equilibrium. Since VIX derivatives depend on these factors, this in turn implies that the former carry non-zero risk premia.