Environmental Engineering Reference
In-Depth Information
Table 1 Volatility estimates
Commodity
With drift a
Without drift
Crude oil cushing, OK WTI
0.2847
0.2840
New York harbor conventional gasoline
0.3090
0.3082
New York harbor ultra-low sulfur No. 2 diesel
0.2311
0.2305
a
The drift is the deterministic part of the differential equation. Before the volatility is calculated,
the effect of the deterministic trend should be eliminated, but in practice that effect is often very
small and volatility can be calculated without this prior adjustment
reversion, using the IGBM differential equation, the following estimate can be
drawn up:
S t þ r
D p e t
S t þ 1 S t
S t ¼ k D t þ kS m D t
1
ð 11 Þ
and with the residues of the differential equation the volatility levels can be esti-
mated, resulting in the
gures shown in the third column of Table 1 .
As can be seen, in this case the differences are minimal, given that the drift for a
small
D t has very little effect.
Figure 1 , calculated using the same data source, shows the historical trend in the
prices of the commodities in Table 1 :
Fig. 1 Historical spot prices of Crude Oil, Gasoline and Diesel
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