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We give general conditions to state the weighted Hardy inequality with respect to a probability measure . Moreover, the optimality of the constant is given. The inequality is related to the following Kolmogorov equation perturbed by a singular potential for which the existence of positive solutions to the corresponding parabolic problem can be investigated. The hypotheses on allow the drift term to be of type with .

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