The Schilder theorem gives a large deviation principle for small Brownian motion paths. For standard Brownian motion starting at zero on , the laws of on continuous paths with the uniform norm have speed and good rate functionIn particular, the zero starting value and finite-energy path class are part of the rate. Typical Brownian motion paths are not themselves absolutely continuous; the rate describes the exponential cost of neighborhoods of prescribed paths.[ref]
An Introduction to Large Deviations by Vitalii Konarovskyi. Section7.1, Theorem7.1, and section7.3 proof
For paths constrained by , the Cauchy-Schwarz inequality gives , with equality for . Thus the least endpoint cost is , agreeing with the exponential scale of the normal distribution of .
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