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Density Estimation

Density Estimation

陈傲天
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Histograms as distribution estimates. Glivenko-Cantelli, "the fundamental theorem of statistics". Histograms as density estimates; selecting density estimates by cross-validation. Kernel density estimates. Why kernels are better than histograms. Curse of dimensionality again. Hint at alternatives to kernel density estimates.
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