Predictability in Consumption Growth and Equity Returns

Predictability in Consumption Growth and Equity Returns

Author: George Theocharides

Publisher:

Published: 2009

Total Pages: 60

ISBN-13:

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We estimate a widely cited consumption-based asset pricing model using fully Bayesian MCMC method. Although the model is generally consistent with consumption and dividend growth moments in annual data, the conditional mean of consumption growth (a latent process) is not persistent enough to satisfy the model's restriction that the price/dividend ratio be an affine function of the latent process. We argue that this lack of persistence in the latent process may result in equity volatility puzzle. The model accounts for only 50% of total variation in asset returns. The model can explain equity premium at a cost of high risk aversion. We also find that a one-factor nature of the model implies zero predictability of excess equity returns by price/dividend ratios.


Complex Systems in Finance and Econometrics

Complex Systems in Finance and Econometrics

Author: Robert A. Meyers

Publisher: Springer Science & Business Media

Published: 2010-11-03

Total Pages: 919

ISBN-13: 1441977007

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Finance, Econometrics and System Dynamics presents an overview of the concepts and tools for analyzing complex systems in a wide range of fields. The text integrates complexity with deterministic equations and concepts from real world examples, and appeals to a broad audience.


The predictability of returns with regime shifts in consumption and dividend growth

The predictability of returns with regime shifts in consumption and dividend growth

Author: Anisha Ghosh

Publisher:

Published: 2010

Total Pages: 41

ISBN-13:

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The predictability of the market return and dividend growth is addressed in an equilibrium model with two regimes. A state variable that drives the conditional means of the aggregate consumption and dividend growth rates follows different time-series processes in the two regimes. In linear predictive regressions over 1930-2009, the market return is predictable by the price-dividend ratio with R2 11.7% if the probability of being in the first regime exceeds 50%; and dividend growth is predictable by the price-dividend ratio with R2 28.3% if the probability of being in the second regime exceeds 50%. The model-implied state variables perform significantly better at predicting the equity, size, and value premia, the aggregate consumption and dividend growth rates, and the variance of the market return than linear regressions with the market price-dividend ratio and risk free rate as predictive variables.


Global Stock Markets

Global Stock Markets

Author: Wolfgang Drobetz

Publisher: Springer Science & Business Media

Published: 2013-06-29

Total Pages: 346

ISBN-13: 3663085295

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Wolfgang Drobetz provides empirical evidence on the time variation of expected stock returns over the stages of the business cycle.


Consumption Growth Predictability and Asset Prices

Consumption Growth Predictability and Asset Prices

Author: Tai-Yong Roh

Publisher:

Published: 2019

Total Pages: 66

ISBN-13:

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We derive and test a consumption-based intertemporal asset pricing model in which an asset earns a risk premium if it performs poorly when expected future consumption growth deteriorates. The predictability of consumption growth combined with the recursive preference delivers news about future consumption growth an additional risk factor, in addition to news about current consumption growth. We model the consumption growth dynamics using a vector autoregressive (VAR) structure with a set of instrumental variables commonly used for forecasting future economic growth. Our VAR estimation provides strong empirical support for future consumption growth predictability. The cross-sectional test shows that the model explains reasonably well the dispersion in average excess returns of 25 portfolios sorted on size and book-to-market, as well as 25 portfolios sorted on size and long-term return reversal. Growth stocks and long-term winners underperform value stocks and long-term losers, respectively, because growth stocks and long-term winners hedge adverse changes in the future consumption growth opportunities.


Financial Markets and the Real Economy

Financial Markets and the Real Economy

Author: John H. Cochrane

Publisher: Now Publishers Inc

Published: 2005

Total Pages: 117

ISBN-13: 1933019158

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Financial Markets and the Real Economy reviews the current academic literature on the macroeconomics of finance.


Asset Returns and Intertemporal Preferences

Asset Returns and Intertemporal Preferences

Author: Shmuel Kandel

Publisher:

Published: 1991

Total Pages: 42

ISBN-13:

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A representative-agent model with time-varying moments of consumption growth is used to analyze implications about means and volatilities of asset returns as well as the predictability of asset returns for various investment horizons. A comparative-statics analysis using non-expected-utility preferences indicates that, although risk aversion is important in determining the means of both equity returns and interest rates, implications about the volatility and the predictability of equity returns are affected primarily by intertemporal substitution. Lower elasticities of intertemporal substitution are associated with greater variance in the temporary component of equity prices.


Contrarian Flows, Consumption and Expected Stock Returns

Contrarian Flows, Consumption and Expected Stock Returns

Author: Yuzhao Zhang

Publisher:

Published: 2016

Total Pages: 43

ISBN-13:

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We investigate the relation between contrarian flows, consumption growth and market risk premium. We construct a contrarian flows measure by summing up the capital flows to stocks that go against the total flow of the aggregate market. We show that the contrarian flows are negatively influenced by the same quarter consumption growth. Because during bad times majority of investors who are affected by the negative shock reduce their equity exposure and these extra supply of risky assets are absorbed by those contrarian investors who are least affected by the consumption shock. Using quarterly stock market data, we find that the contrarian flows forecast market returns at short to intermediate horizons. Almost all of the predictability is explained by the component of contrarian flows that is determined by consumption growth. Moreover, the predictability is stronger for growth stocks than for value stocks and hence negatively predicts the value premium. This is because the contrarian flows measure the market risk premium and growth stocks bear more discount rate risk than value stocks. Out-of-sample tests show that the main results are robust to data-snooping bias.


By Force of Habit

By Force of Habit

Author: John Y. Campbell

Publisher:

Published: 1995

Total Pages: 76

ISBN-13:

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We present a consumption-based model that explains the procyclical variation of stock prices, the long-horizon predictability of excess stock returns, and the countercyclical variation of stock market volatility. Our model has an i.i.d. consumption growth driving process, and adds a slow-moving external habit to the standard power utility function. The latter feature produces cyclical variation in risk aversion, and hence in the prices of risky assets. Our model also predicts many of the difficulties that beset the standard power utility model, including Euler equation rejections, no correlation between mean consumption growth and interest rates, very high estimates of risk aversion, and pricing errors that are larger than those of the static CAPM. Our model captures much of the history of stock prices, given only consumption data. Since our model captures the equity premium, it implies that fluctuations have important welfare costs. Unlike many habit-persistence models, our model does not necessarily produce cyclical variation in the risk free interest rate, nor does it produce an extremely skewed distribution or negative realizations of the marginal rate of substitution.