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Index for wafo\kdetools

Matlab files in this directory:

 bincount 1-dimensional Bin Count
 chi2gof CHI Squared Goodness Of Fit test.
 chi2gof2 CHI Squared Goodness Of Fit test.
 Contents Module KDETOOLS in WAFO Toolbox.
 deriv 4th, 6th, 8th and 10th derivatives of the kernel function.
 deriv2 High order partial derivatives of the Gaussian kernel.
 evalpdf evaluates a PDF struct by interpolation
 ffndgrid Fast 'n' Furious N-D data gridding.
 fftce Circulant Embedding of a vector or matrix
 gridcount D-dimensional histogram using linear binning.
 hbcv Biased Cross-Validation estimate of smoothing parameter.
 hbcv2 Biased Cross-Validation smoothing parameter for 2D data.
 hboot Bootstrap cross-validation estimate of smoothing parameter.
 hldpi L-stage Direct Plug-In estimate of smoothing parameter.
 hldpi2 L-stage DPI estimate of smoothing parameter for 2D data
 hldpi2fft L-stage DPI estimate of smoothing parameter for 2D data
 hlscv Least Squares Cross-Validation estimate of smoothing parameter
 hmns Multivariate Normal Scale Estimate of Smoothing Parameter.
 hns Normal Scale Estimate of Smoothing Parameter.
 hos Oversmoothing Parameter.
 hscv Smoothed cross-validation estimate of smoothing parameter.
 hste 2-Stage Solve the Equation estimate of smoothing parameter.
 hstt Scott-Tapia-Thompson estimate of smoothing parameter.
 kde Kernel Density Estimator.
 kde1dgui GUI to Kernel Density Estimator.
 kde2dgui GUI to Kernel Density Estimator in two dimensions.
 kdebin Binned Kernel Density Estimator.
 kdedemo1 Demonstrate the smoothing parameter impact on KDE
 kdedemo2 Demonstrate the difference between transformation- and ordinary-KDE
 kdefun Kernel Density Estimator.
 kdeoptset Create or alter KDE OPTIONS structure.
 kernelstats Return 2'nd order moment of kernel pdf
 mkernel Multivariate Kernel Function.
 mkernel2 Multivariate Kernel Function, alternative version.
 mkernelrnd Random numbers from the Multivariate Kernel Function.
 qlevels Calculates quantile levels which encloses P% of PDF
 qlevels2 Calculates quantile levels which encloses P% of data
 Readme Readme file for module KDETOOLS in WAFO Toolbox.
 sample Random sampling of points from a data-set
 ssample Random sampling from a smoothed empirical distribution
 vsph calculates volume of d-dimensional sphere with radius r0

Dependency Graph

TODO List


Mathematical Statistics
Centre for Mathematical Sciences
Lund University with Lund Institute of Technology

Comments or corrections to the WAFO group


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