Valuation Commentary
How to Validate an Interest Rate Model?
Part I: Pricing Swaps & Bonds
by Alex Levin
Mortgage practitioners are more liberal and grateful consumers
of term structure modeling analytics than typical Street derivative
traders. They pay much less attention to such things as the assumed
rate distribution (leave that to statisticians - they've got to
earn their bread somehow), pricing standard rate derivatives struck
away from at-the-money (ATM) or exotics (who cares?). Symptomatically,
MBS complexity that traces its roots to the behavioral uncertainty
often masks the need for rigor.
Yet, most good models can and should be tested using a few simple
steps. Below, I outline several validation exercises for readers
and describe how AD&Co.'s financial engineering ensures positive
results. In upcoming Pipeline issues, I will discuss the
testing of volatility calibration and options.
Test 1: Valuation of fixed-rate swaps and option-free bonds
It may seem trivial, but let us follow Ronald Reagan's favorite
Russian saying "Trust, but verify!" Pay attention to swap
and bond maturities used as inputs (AD&Co. offers up to 14 entry
points), and price the bond or swap with some other maturity. For
example, a user may input rates for the 5-yr swap and the 10-yr
swap (among others), but opt to skip the 7-yr point. What 7-yr rate
is calculated by the system? Our OAS spreadsheet easily enables
a user to turn a pass-through MBS entry into a bullet bond. And
our library is equipped with even more tools to run various tests
with non-MBS instruments.
We would first set volatility to zero and find that the 7-yr bond
or swap has an internally interpolated rate of, say, 4.5%. Let us
introduce volatility into the system and rerun the analysis. The
rate on an option-free instrument should not change, should it?
Increase volatility further and see if the system holds and reports
the same rate or the same value for the bond or swap. How did AD&Co.
pass this test? We used three financial engineering methods: