Abstract
Urn models are used to construct normalized B-spline basis functions over arbitrary knot vectors. These stochastic models are then applied to derive some of the basic analytic properties of B-splines. In particular, the Cox-de Boor recursion formula is given a probabilistic interpretation. The connection between urn models, B-splines, and Beta-splines is also discussed.
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