Minimax of an n-dimensional Brownian motion

preprint2015arXivOpen access

Abstract

For some absolute constants cc, n0n_0 and any n≥n0n\geq n_0, we show that with probability close to one the convex hull of the nn-dimensional Brownian motion conv{BMn(t): t∈[1,2cn]}{\rm conv}\{BM_n(t):\, t\in[1,2^{cn}]\} does not contain the origin. The result can be interpreted as an estimate of the minimax of the Gaussian process {⟨uˉ,BMn(t)⟩, uˉ∈Sn−1, t∈[1,2cn]}\{ \langle \bar{u},BM_n(t)\rangle,\, \bar{u}\in S^{n-1},\, t\in [1,2^{cn}]\}.

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