Question 2 Let W(t) be a standard one dimensional Brownian motion and let Q(t) be the Brownian Bridge on [0, 1], i.e. Q(t)=W(t)tW(1), tЄ [0, 1]. 2.1 Show that Q(t) is a Gaussian process with EQ(t) = 0, E(Q(t)Q(s)) = min(t, s) — ts. 2.2 Now consider the stochastic process Y(t) = Q(l)dl which is related to the area under the Brownian bridge curve. Show that ts² $3 E (Y(t)Y(s)) = (ts)2 st 2 6 4

Algebra & Trigonometry with Analytic Geometry
13th Edition
ISBN:9781133382119
Author:Swokowski
Publisher:Swokowski
Chapter6: The Trigonometric Functions
Section6.6: Additional Trigonometric Graphs
Problem 78E
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Question 2
Let W(t) be a standard one dimensional Brownian motion and let Q(t) be the Brownian Bridge on [0, 1], i.e.
Q(t)=W(t)tW(1), tЄ [0, 1].
2.1 Show that Q(t) is a Gaussian process with
EQ(t) = 0, E(Q(t)Q(s)) = min(t, s) — ts.
2.2 Now consider the stochastic process
Y(t) = Q(l)dl
which is related to the area under the Brownian bridge curve. Show that
ts² $3
E (Y(t)Y(s)) =
(ts)2
st
2
6
4
Transcribed Image Text:Question 2 Let W(t) be a standard one dimensional Brownian motion and let Q(t) be the Brownian Bridge on [0, 1], i.e. Q(t)=W(t)tW(1), tЄ [0, 1]. 2.1 Show that Q(t) is a Gaussian process with EQ(t) = 0, E(Q(t)Q(s)) = min(t, s) — ts. 2.2 Now consider the stochastic process Y(t) = Q(l)dl which is related to the area under the Brownian bridge curve. Show that ts² $3 E (Y(t)Y(s)) = (ts)2 st 2 6 4
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