Estimating Density after Logarithmic or Power Transformation of Data


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Documentation for package ‘DENSaftertransform’ version 1.0

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h_ln_PI The bandwidth for the single-bandwidth PI density estimator in the case of the logarithmic transformation.
h_pi_datadriven_power The bandwidth for the single-bandwidth PI density estimator for data after the power transformation with an exponent ranging from zero to one based on the Gaussian kernel.
KDE_ln_PI The PI kernel density estimate in the case of the logarithmic transformation.
KDE_PI_adapt_lognorm_power Adaptive log-normal plug-in density estimator for power transformations.
KDE_PI_adapt_norm Adaptive normal PI estimate in the case of the logarithmic transformation.
KDE_power_PI The PI kernel density estimate in the case of the power transformation.