Cox-Ingersoll-Ross Adjustment
In order to translate historical interest rate shocks into higher or lower interest rates regimes, we often apply what we refer to as a Cox-Ingersoll-Ross, or CIR, adjustment.
The basic idea is simple. If, in the past, an interest rate changed from 2% to 3%, we could say that the rate increased by 1% or 50%,
dR = 3% - 2% = 1%
dR/R = (3% - 2%)/2% = 50%
If the current interest rate is 10%, and we want to apply the same shock, we could argue that the interest rate should go to 11% or 15%,
10% + dR = 11%
10% + 10% x dR/R = 15%
There is a third option, though. The CIR interest rate model has a stochastic term that is proportional to the square root of the interest rate. We can do something similar in adjusting our historical shock
10% + dR x SQRT(10%/R) = 12.24%
Of the standard single-factor interest rate models, the CIR model is often the closest fit to historical data. For this reason, there is a good argument to be made for translating historical scenarios usnig the CIR adjustment.