Man pages for Epsilon127/ldder
Local Density Derivative Estimation

BiGaussianBivariate Gaussian
circle_radiusRidge Radius Circle Data
D2K2nd order derivative of the kernel function
D2K.Epan2nd derivative of the Epanechnikov Kernel
D2K.Gaussian2nd derivative of the Gaussian Kernel
DKGradient of the kernel function
DK.Epan1st derivative of the Epanechnikov Kernel
DK.Gaussian1st derivative of the Gaussian Kernel
get_vecIdvec(I_d)
Grid2DGrid in 2D
IntegrateStochastic Integration
KKernel function
KDELocal Estimator of the log-density with KDE
K.EpanEpanechnikov Kernel
KernelMomentTheoretical moments of the kernel functions
K.GaussianGaussian Kernel
K.UniformUniform Kernel
LHSE2Local Hyvärinen Score estimator used for calculating p-values
LHSE.GaussianLHSE for Gaussian kernel
LLLELocal Estimator of the log-density with LLLE
LM0Sample local 0-moment
LM0_D2KSample local 0-moment of D^{\otimes 2}K
LM0_DKSample local 0-moment of DK
LM1Sample local 1-moments
LM1_DKSample local 1-moment of DK
LM2Sample local 2-moments
LMMELocal Estimator of the log-density with LMME
LMME2Local Estimator of the log-density with LMME2
LogDensityLocal Estimator of the log-density
LogDensity2Local Estimator of the log-density
LogEstimationLog-derivative transformation
LSMELocal Estimator of the log-density with LSME
MatToDfMatrix to data frame
ModeSeekingMode Seeking Algorithm
ModeSeekingVersion1Mode Seeking Algorithm
PlotDataPlot raw data
PlotEstColorplot of the estimator
RidgeSeekingRidge Seeking Algorithm
RidgeSeeking_V1Ridge Seeking Algorithm
SimCircleSimulated circle data
S_tildeS_tilde
SubspaceProjectionSubspace Projection
Test.KDETest.KDE
test.ridgeTest of ridge point
Epsilon127/ldder documentation built on Dec. 10, 2019, 12:09 a.m.