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the intuition behind B-L model portfolios精选
THE INTUITION BEHIND BLACK-LITTERMAN MODEL
PORTFOLIOS
by
Guangliang He
Goldman Sachs Asset Management
32 Old Slip, 24th Floor
New York, NY 10005
guangliang.he@
Robert Litterman
Goldman Sachs Asset Management
32 Old Slip, 24th Floor
New York, NY 10005
bob.litterman@
Abstract
In this article we demonstrate that the optimal portfolios generated by the Black-Litterman asset
allocation model have a very simple, intuitive property. The unconstrained optimal portfolio in the
Black-Litterman model is the scaled market equilibrium portfolio (reflecting the uncertainty in the
equilibrium expected returns) plus a weighted sum of portfolios representing the investor’s views.
The weight on a portfolio representing a view is positive when the view is more bullish than the one
implied by the equilibrium and the other views. The weight increases as the investor becomes more
bullish on the view, and the magnitude of the weight also increases as the investor becomes more
confident about the view.
1 Introduction
Since publication in 1990, the Black-Litterman asset allocation model has gained wide application in
many financial institutions. As developed in the original paper, the Black-Litterman model provides
the flexibility of combining the market equilibrium with additional market views of the investor.
The Black-Litterman approach may be contrasted with the standard mean-variance optimization in
which the user inputs a complete set of expected returns1 and the portfolio optimizer genera
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