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Estimating the Continuous Time Consumption Based Asset Pricing Model

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TLDR
In this paper, a consumption-based asset pricing model predicts that excess yields are determined in a fairly simple way by the market's degree of relative risk aversion and by the pattern of covariances between percapita consumption growth and asset returns.
Abstract
The consumption based asset pricing model predicts that excess yields are determined in a fairly simple way by the market's degree of relative risk aversion and by the pattern of covariances between percapita consumption growth and asset returns Estimation and testingis complicated by the fact that the model's predictions relate to the instantaneous flow of consumption and point-in-time asset values, but only data on the integral or unit average of the consumption flow is available In our paper, we show how to estimate the parameters of interest consistently from the available data by maximum likelihood We estimate the market's degree of relative risk aversion and the instantaneous covariances of asset yields and consumption using six different data sets We also test the model's overidentifying restrictions

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References
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Journal ArticleDOI

An intertemporal asset pricing model with stochastic consumption and investment opportunities

TL;DR: In this paper, the authors derived a single-beta asset pricing model in a multi-good, continuous-time model with uncertain consumption-goods prices and uncertain investment opportunities.
Book ChapterDOI

Optimum Consumption and Portfolio Rules in a Continuous-Time Model*

TL;DR: In this paper, the authors considered the continuous-time consumption-portfolio problem for an individual whose income is generated by capital gains on investments in assets with prices assumed to satisfy the geometric Brownian motion hypothesis, which implies that asset prices are stationary and lognormally distributed.
Journal ArticleDOI

Stochastic Consumption, Risk Aversion, and the Temporal Behavior of Asset Returns

TL;DR: In this paper, the authors studied the time-series behavior of asset returns and aggregate consumption in a representative consumer model and imposing restrictions on preferences and the joint distribution of consumption and returns.
Book ChapterDOI

Chapter 20 Continuous time stochastic models and issues of aggregation over time

TL;DR: In this article, statistical methods that are applicable to a class of continuous time stochastic models are described and the theoretical foundations of these methods are discussed, and the structural parameters are estimated from a sample comprising a sequence of discrete observations of the variables.
Journal ArticleDOI

The factorization of matricial spectral densities

TL;DR: In this article, a new iterative solution is given, for the problem of inner-outer factorization of matricial spectral density functions, and two methods of implementing the solution are given, together with an example.
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