Man pages for FKSUM
Fast Kernel Sums
| bin_wts | Compute discrete bin weights |
| cbin_alloc | Allocation of points to bins |
| df_ica | Gradient of projection index for independent component... |
| df_ppr | Gradient of the projection index for projection pursuit... |
| dksum | Kernel derivative sums |
| fancy_PPR_initialisation | Initialisation for PPR based on Ridge LM after GAM type... |
| f_ica | Projection index for independent component analysis. |
| fk_density | Fast univariate kernel density estimation |
| fk_dfmdh | Gradient of projection index for finding minimum density... |
| fk_fmdh | Projection index for finding minimum density hyperplanes |
| fk_ICA | Independent component analysis with sample entropy estimated... |
| fk_is_minim_md | Check if MDH constraints are active |
| fk_loc_lin | Local linear regression estimator |
| fk_md | C++ code for evaluating mimimum density hyperplane from... |
| fk_md_b | Minimum density hyperplane orthogonal to a vector |
| fk_md_dp | C++ code for evaluating partial gradient of mimimum density... |
| fk_mdh | Minimum density hyperplanes |
| fk_NW | Nadaraya-Watson regression estimator |
| fk_ppr | Projection pursuit regression with local linear kernel... |
| fk_regression | Fast univariate kernel regression |
| fk_sum | Fast Exact Kernel Sum Evaluation |
| FKSUM-package | Fast Exact Kernel Smoothing |
| f_ppr | Projection index for projection pursuit regression |
| h_Gauss_to_K | Bandwidth conversion from Gaussian |
| h_K_to_Gauss | Bandwidth conversion to Gaussian |
| kLLreg | Leave-one-out regression smoother |
| kndksum | Kernel and kernel derivative sums |
| ksum | Kernel sums |
| norm_const_K | Normalising constant for kernels in FKSUM |
| norm_K | The L2 norm of a kernel |
| plot.fk_density | Plot method for class fk_density |
| plot.fk_ICA | Plot method for class fk_ICA |
| plot.fk_mdh | Plot method for class fk_mdh |
| plot.fk_ppr | Plot method for class fk_ppr |
| plot.fk_regression | Plot method for class fk_regression |
| plot_kernel | Plot the shape of a kernel function implemented in FKSUM... |
| predict.fk_ppr | Predict method for class fk_ppr |
| predict.fk_regression | Predict method for class fk_regression |
| print.fk_density | Print method for class fk_density |
| print.fk_ICA | Print method for class fk_ICA |
| print.fk_mdh | Print method for class fk_mdh |
| print.fk_ppr | Print method for class fk_ppr |
| print.fk_regression | Print method for class fk_regression |
| roughness_K | Kernel roughness |
| sm_bin_wts | Compute smoothed bin weights |
| var_K | Variance of a kernel |
| whiten | Whitening (standardising) a data matrix |
