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Paper detail

The Probability Density Function of a Transformation-based Hyperellipsoid Sampling Technique

Sun and Farooq [2] showed that random samples can be efficiently drawn from an arbitrary n-dimensional hyperellipsoid by transforming samples drawn randomly from the unit n-ball. They stated that it was a straightforward to show that, given a uniform distribution over the n-ball, the transformation results in a uniform distribution over the hyperellipsoid, but did not present a full proof. This technical note presents such a proof.

preprint2020arXivOpen access
Jonathan D. GammellTimothy D. Barfoot
math.STStatistics Theory
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Jonathan D. GammellTimothy D. Barfoot

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