
Forthcoming JRER Paper
A Cross Sectional Analysis of Cap Rates by MSA
Michael Sklarz
President
of Global Analytics New City Corporation, Tokyo, Japan
Email: mike.sklarz@fnf.com |
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Abstract:
Much
attention has been paid to capitalization rates or “cap rates” defined
as the net operating income over transaction price, also known as a
“going-in” current yield on commercial real estate when calculated at
the time of purchase. We know that there are a number of global factors
that drive capital markets and required rates of return that help to
explain observed cap rates over time, but we know little about factors
driving the geographical cross-sectional variation of these cap rates.
Why are cap rates for similar sized and type property so much lower or
higher in one metropolitan statistical area than another? Using data
from Real Capital Analytics for multifamily properties we explore
several models that combine the expected influences from housing demand
growth, supply constraints, liquidity risk and the interaction of these.
We document a very strong and robust relation between supply constraints
and cap rates as well as evidence of capital flowing from larger markets
to smaller markets in recent years. We also find weak but generally
supportive evidence of influences from expected growth rates, liquidity
and other risk factors.

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