Let (left(B_{t}ight)_{t in mathbb{R}_{+}})denote a standard Brownian motion. a) Using the It isometry and the known relations

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Let \(\left(B_{t}ight)_{t \in \mathbb{R}_{+}}\)denote a standard Brownian motion.

a) Using the Itô isometry and the known relations

\[ B_{T}=\int_{0}^{T} d B_{t} \quad \text { and } \quad B_{T}^{2}=T+2 \int_{0}^{T} B_{t} d B_{t} \]

compute the third and fourth moments \(\mathbb{E}\left[B_{T}^{3}ight]\) and \(\mathbb{E}\left[B_{T}^{4}ight]\).

b) Give the third and fourth moments of the centered normal distribution with variance \(\sigma^{2}\).

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