The one-dimensional distribution of a stochastic process ({X(t), t>0}) is [F_{t}(x)=P(X(t) leq x)=frac{1}{sqrt{2 pi t} sigma} int_{-infty}^{x}
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The one-dimensional distribution of a stochastic process \(\{X(t), t>0\}\) is
\[F_{t}(x)=P(X(t) \leq x)=\frac{1}{\sqrt{2 \pi t} \sigma} \int_{-\infty}^{x} e^{-\frac{(u-\mu)^{2}}{2 \sigma^{2} t}} d u\]
with \(\mu>0, \sigma>0 ; x \in(-\infty+\infty)\).
Determine its trend function \(m(t)\) and, for \(\mu=2\) and \(\sigma=0.5\), sketch the functions
\[y_{1}(t)=m(t)+\sqrt{\operatorname{Var}(X(t))} \quad \text { and } \quad y_{2}(t)=m(t)-\sqrt{\operatorname{Var}(X(t))}\]
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Related Book For
Applied Probability And Stochastic Processes
ISBN: 9780367658496
2nd Edition
Authors: Frank Beichelt
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