Kernel-Based Regularized Least Squares


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Documentation for package ‘KRLS’ version 1.7-0

Help Pages

b_maxvarK Gaussian kernel bandwidth by maximum off-diagonal var(K)
b_maxvarK_nystrom Gaussian kernel bandwidth by maximum off-diagonal var(K)
fdskrls Compute first differences with KRLS
gausskernel Gaussian Kernel Distance Computation
get_landmarks Extract the landmark coordinates from a Nystrom KRLS fit
krls Kernel-based Regularized Least Squares (KRLS)
lambdasearch Leave-one-out optimization to find lambda
looloss Loss Function for Leave One Out Error
plot.krls Plot method for Kernel-based Regularized Least Squares (KRLS) Model Fits
predict.krls Predict method for Kernel-based Regularized Least Squares (KRLS) Model Fits
solveforc Solve for Choice Coefficients in KRLS
summary.krls Summary method for Kernel-based Regularized Least Squares (KRLS) Model Fits