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xwf (version 0.2-3)

Extrema-Weighted Feature Extraction

Description

Extrema-weighted feature extraction for varying length functional data. Functional data analysis method that performs dimensionality reduction based on predefined features and allows for quantile weighting. Method implemented as presented in van den Boom et al. (2018) .

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Version

Install

install.packages('xwf')

Monthly Downloads

100

Version

0.2-3

License

MIT + file LICENSE

Maintainer

Willem van den Boom

Last Published

February 20th, 2020

Functions in xwf (0.2-3)

xwfGridsearch

Adaptive grid search
xwf

Compute XWFs
default_psi

Default psi list
xwfGAM

Evaluate the GAM
XWFpValues

p-value computation for XWFs