Fast Kernel Sums


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Documentation for package ‘FKSUM’ version 0.1.3

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FKSUM-package Fast Exact Kernel Smoothing
FKSUM Fast Exact Kernel Smoothing
fk_density Fast univariate kernel density estimation
fk_ICA Independent component analysis with sample entropy estimated via kernel density
fk_mdh Minimum density hyperplanes
fk_ppr Projection pursuit regression with local linear kernel smoother
fk_regression Fast univariate kernel regression
fk_sum Fast Exact Kernel Sum Evaluation
h_Gauss_to_K Bandwidth conversion from Gaussian
h_K_to_Gauss Bandwidth conversion to Gaussian
norm_const_K Normalising constant for kernels in FKSUM
norm_K The L2 norm of a kernel
plot_kernel Plot the shape of a kernel function implemented in FKSUM based on its vector of beta coefficients
predict Predict method for class fk_ppr
predict.fk_ppr Predict method for class fk_ppr
roughness_K Kernel roughness
var_K Variance of a kernel