Kernel Discriminant Analysis

Functions to perform discriminant analysis using kernel density estimation. For the case of binary classification the package relies on the Nadaraya-Watson estimator. References: Wand M.P. and Jones M.C. (1995). "Kernel smoothing". CRC Press. .


Reference manual

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install.packages("kernda")

1.0 by Michail Tsagris, 3 months ago


Browse source code at https://github.com/cran/kernda


Authors: Michail Tsagris [aut, cre] , Nikolaos Kontemeniotis [aut]


Documentation:   PDF Manual  


GPL (>= 2) license


Imports Compositional, Rfast, Rcpp, kernreg

Linking to Rcpp


See at CRAN