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Non-parametric Performance Improvements

Version 12 adds numerous performance improvements to the estimation of distributions. The following charts show the timings for different computations. The number at the bottom shows how much faster Version 12 is than Version 11.

Fitting a linear model with nominal variables.

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Computations of survival function of a multivariate KernelMixtureDistribution.

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PDF and sampling from HistogramDistribution.

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Computations of EmpiricalDistribution of WeightedData.

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