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  1. Copilot Answer

    Brownian bridge - Wikipedia

    • A Brownian bridge is a continuous-time gaussian process B(t) whose probability distribution is the conditional probability distribution of a standard Wiener process W(t) (a mathematical model of Brownian motion) subject to the condition (when standardized) that W(T) = 0, so that the process is pinned to the same value at both t = 0 and t = T. More precisely: The … See more

    Relation to other stochastic processes

    If is a standard Wiener process (i.e., for , is normally distributed with expected value and variance , and the
    is … See more

    Intuitive remarks

    A standard Wiener process satisfies W(0) = 0 and is therefore "tied down" to the origin, but other points are not restricted. In a Brownian bridge process on the other hand, not only is B(0) = 0 but we also require that B(T) = 0, th… See more

    General case

    For the general case when W(t1) = a and W(t2) = b, the distribution of B at time t ∈ (t1, t2) is normal, with mean
    and variance
    and the covariance between B(s) and B(t), with s < t is … See more

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