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Asset - returns
创建日期：2024-05-09 15:05:13
标签： GMM
Asset - returns

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Pset 3

Q2: This is an empirical work on GMM. We will work with the Captial Asset Pricing
Models (CAPM). To help better understand the model, you can read the paper (Hansen-
Singleton 1982) in the course reading materials.
For any asset i with return Rit from period t to t+ 1, the representative agent with
utlity function U(C) =
∑∞
q=0 β
qCγq can choose to determine the optimal consumption
path C0, C1, .... β ∈ (0, 1) is the discount factor and γ > 0 is the risk aversion parameter.
1: Show that the Euler equation holds:
E[β(
Ct+1
Ct
)γ−1(Rit + 1)] = 1,
for any asset i and t.
2. Suppose we have data Rit, i = 1, 2, ..., k, t = 1, 2, ..., T . What moment conditions
can we get out of the Euler equations above?
3. Download the data “Asset - returns” from the course website. Estimate the
CAPM model using the data via two-step optimal GMM. You should use the monthly
data between 2011.01 - 2017.07. The consumption data are available to us on the monthly
basis. There are 6 financial assets: AAPL, DJI, GM, MSFT, GSPC, IXIC. The return
of these financial assets should be discounted by the CPI data, which is also given in the
dataset. Report your estimation results.
4. What do you learn from the results? Is the result fundamentally different from
Hansen-Singleton 1982 using the more recent data?
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