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We consider the Nonlinear Schr"odinger (NLS) equation and prove that the Gaussian measure with covariance on $L^2(\mathbf T)\alpha>1/2$. This is sharp and improves a previous result obtained in \cite{OTT} where the values were obtained. Also, our method is completely different and simpler, it is based on an explicit formula for the Radon-Nikodym derivative. We obtain an explicit formula for this latter in the same spirit as in \cite{Cruz1} and \cite{Cruz2}. The arguments are general and can be used to other Hamiltonian equations.

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