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Closed-form cdf and pdf of Tukey's h-distribution, the heavy-tail Lambert W approach, and how to bijectively "Gaussianize" heavy-tailed data
family of heavy-tailed distributions Tukey g-h distribution Lambert W
2010/10/19
Recently Goerg (2010) introduced Lambert W - F random variables (RVs), a new family of generalized skewed distributions. Here I will adapt this appealing framework to generate heavy (heavier) tailed ...
CDF and Survival Function Estimation with Infinite-Order Kernels
Bandwidth cumulative distribution function deficiency infinite-orderkernels nonparametric estimation survival function
2010/3/18
A reduced-bias nonparametric estimator of the cumulative distribution function
(CDF) and the survival function is proposed using infinite-order kernels. Fourier transform
theory on generalized funct...
