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Recent Working Papers |
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Durability of Output and Expected Stock Returns,
with Leonid Kogan and Motohiro Yogo
Abstract
The demand for durable goods is more cyclical
than that for nondurable goods and services. Consequently, the cash
flow and stock returns of durable-good producers are exposed to
higher systematic risk. Using the NIPA input-output tables, we
construct portfolios of durable-good, nondurable-good, and service
producers. In the cross-section, a strategy that is long on durables
and short on services earns a sizable risk premium. In the time
series, a strategy that is long on durables and short on the market
portfolio earns a countercyclical risk premium. We develop an
equilibrium asset-pricing model that explains these empirical
findings.

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Levered Returns,
with Lukas Schmid
Abstract
In this paper we investigate the theoretical
relation between financial leverage and stock returns in a dynamic
world
where both the corporate investment and finance decisions are
endogenous. We find that the link between leverage and stock returns
is more complex than the static textbook examples suggest and will
usually depend on the investment opportunities available to the
firm. In the presence of financial market imperfections leverage and
investment are generally correlated so that highly levered firms are
also mature firms with relatively more (safe) book assets and fewer
(risky) growth opportunities. We show that a quantitative version of
our model can successfully replicate the empirical relationships
between leverage and returns, even after one controls for variables
such as size and book to market.
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Published Papers |
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Equilibrium Unemployment, with Jeremy
Greenwood and Sergio Rebelo
Journal of
Monetary Economics, Aug 2001
Abstract
A search-theoretic model of equilibrium
unemployment is constructed and shown to be consistent with the key
regularities of the labor market and standard facts about the
business cycle. The two distinguishing features of this work are: (i)
the decision to accept or reject jobs is modeled explicitly, and
(ii) markets are incomplete. The framework is well suited to address
a number of interesting policy questions. Two such applications are
provided: the impact of unemployment insurance, and the welfare
costs of business cycles.
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Financing Investment
American Economic
Review, December 2001
Abstract
We examine investment behavior when firms face
costs in the access to external funds. We find that despite the
existence of liquidity constraints, standard investment regressions
predict that cash flow is an important determinant of investment
only if one ignores q. Conversely, we also obtain significant
cash flow effects even in the absence of financial frictions. These
findings provide support to the argument that the success of cash
flow augmented investment regressions is probably due to a
combination of measurement error in q and identification
problems.
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Learning by Doing as a Propagation Mechanism, with
Yongsung Chang and Frank Schorfheide American Economic Review, Dec 2002
Abstract
This paper suggests that skill accumulation through past work
experience, or \learning-by-doing" (LBD), can provide an important
propagation mechanism in a dynamic stochastic general equilibrium
model, as the current labor supply a®ects future productivity. Our
econometric analysis uses a Bayesian approach to combine micro-level
panel data with aggregate time series. Formal model evaluation
shows that the introduction of the LBD mechanism improves the
model's ability to ¯t the dynamics of aggregate output and hours.
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Equilibrium Cross Section of Returns, with Leonid Kogan
and Lu Zhang Journal of Political Economy, Aug 2003
Abstract
We construct a dynamic general equilibrium
production economy to explicitly link expected stock returns to firm
characteristics such as firm size and the book-to-market ratio.
Stock returns in the model are completely characterized by a
conditional CAPM. Size and book-to-market are correlated with the
true conditional market beta and therefore appear to predict stock
returns. The cross-sectional relations between firm characteristics
and returns can subsist even after one controls for typical
empirical estimates of beta. These findings suggest that the
empirical success of size and book-to-market can be consistent with
a single-factor conditional CAPM model.
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| Optimal
Diversification: Reconciling Theory and Evidence,
with Dmitry Livdan Journal of Finance, April 2004
Abstract
In this paper we show that the main empirical findings about firm
diversification and performance are consistent with the maximization
of shareholder value. In our model, diversification allows a firm to
explore better productive opportunities while taking advantage of
synergies. By explicitly linking the diversification strategies of
the firm to differences in size and productivity, our model provides
a natural laboratory to investigate quantitatively several aspects
of the relationship between diversification and performance.
Specifically, we show that our model is able to rationalize both the
evidence on the diversification discount (Lang and Stulz (1994)) and
the documented relation between diversification and firm
productivity (Schoar (2002)).
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Asset
Prices and Business Cycles with Costly External Finance,
with Amir Yaron and Lu Zhang Review of Economic Dynamics, Oct 2003
Abstract
This paper asks whether the asset pricing fluctuations induced by
the presence of costly external finance are empirically plausible.
To accomplish this, we incorporate costly external finance into a
dynamic stochastic general equilibrium model and explore its
implications for the properties of the returns on key financial
assets, such as stocks, bonds and risky loans. We find that the mean
and volatility of the equity premium is significantly higher than in
comparable adjustment cost models. However, we show that these
results require a procyclical financing premium, a property that
seems at odds with the data.
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Asset
Pricing Implications of Firms Financing Constraints, with
Amir Yaron and Lu Zhang Review of Financial Studies, 2006
Abstract
We incorporate costly external finance in an investment-based
asset pricing model and investigate whether financing frictions are
quantitatively important for pricing a cross-section of expected
returns. We show that common assumptions about the nature of the
financing frictions are captured by a simple “financing cost”
function, equal to the product of the financing premium and the
amount of external finance. This approach provides a tractable
framework for empirical analysis. Using GMM, we estimate a pricing
kernel that incorporates the effects of financing constraints on
investment behavior. The key ingredients in this pricing kernel
depend not only on “fundamentals”, such as profits and investment,
but also on the financing variables, such as default premium and the
amount of external financing. Our findings, however, suggest that
the role played by financing frictions is fairly negligible, unless
the premium on external funds is procyclical, a property not
evident in the data and not satisfied by most models of costly
external finance.
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Older Unpublished Working
Papers |
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The Right Stimulus Extended Unemployment
Insurance Benefits or Tax Cuts?
Abstract
Extending unemployment insurance coverage has become
a crucial ingredient in the typical response of U.S. fiscal policy
to adverse economic conditions. In this paper we construct and
quantify a stochastic general equilibrium search model, with
incomplete unemployment insurance, to examine the economic
consequences of extending unemployment benefits during recessions.
Moreover, we also compare these results with those of alternative
proposals such as cuts in payroll taxes. Although extended benefits
are a poor tool of countercyclical policy they are more effective,
in terms of welfare, than comparable tax cuts.

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Financing Investment -- Technical Appendix
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