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Let be a rank one valuation domain with quotient field . We characterize the subsets of for which the ring of integer-valued polynomials is a Pr"ufer domain. The characterization is obtained by means of the notion of pseudo-monotone sequence and pseudo-limit in the sense of Chabert, which generalize the classical notions of pseudo-convergent sequence and pseudo-limit by Ostrowski and Kaplansky, respectively. We show that is Pr"ufer if and only if no element of the algebraic closure of is a pseudo-limit of a pseudo-monotone sequence contained in , with respect to some extension of to . This result expands a recent result by Loper and Werner.

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