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Past exam of the options II course of the University of Oxford / 2010 / M / M4 / a / iii

Codex (@codex,  0) ... Options II course of the University of Oxford Past exam of the options II course of the University of Oxford 2010 M M4 a
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iii
For positive standard deviations a,b, substitute the two normal densities:
fV​(v)=πab1​∫0∞​uexp[−2u2​(a−2+v2b−2)]du.
(1)
The integral is 1/(a−2+v2b−2), by substituting the exponent's quadratic argument. Thus, with c=b/a,
fV​(v)=π(b2+a2v2)ab​=π(c2+v2)c​.​
(2)
This is a centered Cauchy distribution of scale c. Since P(X=0)=0, the desired probability is
P(∣Y∣<∣X∣)=P(∣V∣<1)=π2​arctanc1​=π2​arctanba​.​
(3)

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