Package: spfda 0.9.1.9000
spfda: Function-on-Scalar Regression with Group-Bridge Penalty
Implements a group-bridge penalized function-on-scalar regression model proposed by Wang et al. (2020) <arxiv:2006.10163>, to simultaneously estimate functional coefficient and recover the local sparsity.
Authors:
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spfda.pdf |spfda.html✨
spfda/json (API)
NEWS
# Install spfda in R: |
install.packages('spfda', repos = c('https://dipterix.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/dipterix/spfda/issues
function-on-scalar-regressionregularization-methodssparse
Last updated 2 years agofrom:56649eee17dc2364372009e3131955b36cc0f06f
Exports:fosr_vsspfdaspfda_simulatespfda_weight
Dependencies:mathjaxr
Readme and manuals
Help Manual
Help page | Topics |
---|---|
Ported function from ''refund'' package | fosr_vs |
Sparse Function-on-scalar Regression with Group Bridge Penalty | spfda |
Generates toy example data | spfda_simulate |
Calculates weight matrices | spfda_weight |