tidyfunfun
This package extends functions for FDA in tidyfun
. The functions
were made for conducting fpca and function-on-scalar regression
on tfd
data types.
Functional principal components analysis on tf data types is implemented
in fpca.tfd
.
Fitting function for Function-on-Scalar Regression for cross-sectional
data is implemented in ols_cs_tfd
, gibbs_cs_fpca_tfd
,
gibbs_cs_wish_tfd
.
The functions are modified from the refund
package
(link) to take in a dataframe
containing tfd
columns directly as an input.
Installation to tidyfunfun
# install.packages("devtools")
devtools::install_github('gekim0519/tidyfunfun')
Installation to tidyfun
devtools::install_github("fabian-s/tidyfun")
To check out tidyfun
visit
here.
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