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Weak convergence of the scaled median of independent Brownian motions
Authors:Jason Swanson
Institution:(1) Mathematics Department, University of Wisconsin-Madison, Madison, WI, USA
Abstract:We consider the median of n independent Brownian motions, denoted by M n (t), and show that $\sqrt{n}\,M_nWe consider the median of n independent Brownian motions, denoted by M n (t), and show that $$\sqrt{n}\,M_n$$ converges weakly to a centered Gaussian process. The chief difficulty is establishing tightness, which is proved through direct estimates on the increments of the median process. An explicit formula is given for the covariance function of the limit process. The limit process is also shown to be H?lder continuous with exponent γ for all γ < 1/4.
Keywords:Brownian motion  Median  Weak convergence  Fractional Brownian motion  Tightness
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