Value-at-Risk Theory and Practice

The first advanced book on value-at-risk

Chapter 3, Page 158
Exercise 43

Determine the characteristic function for the following random variables:

a. X ~ N(1, 4);

b. Y = 3Q + R +5, where Q ~ U(0, 1) and R ~ (2, 1) are independent;

c.

Solution

a. By [3.205]

[s1]

b. By [3.204] and [3.206]

[s2]

[s3]

By [3.203]

[s4]

[s5]
[s6]

c. The square of a standard normal random variable is chi-squared. Specifically

[s7]

By [3.206]

[s8]

By [3.203]

[s9]

[s10]
[s11]

 

 

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