flam: Fits Piecewise Constant Models with Data-Adaptive Knots
Version 3.1

Implements the fused lasso additive model as proposed in Petersen, A., Witten, D., and Simon, N. (2015). Fused Lasso Additive Model. To appear in the Journal of Computational and Graphical Statistics.

AuthorAshley Petersen
Date of publication2016-11-09 00:42:04
MaintainerAshley Petersen <ashleyjpete@gmail.com>
LicenseGPL (>= 2)
Version3.1
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("flam")

Getting started

Package overview

Popular man pages

flamcv: Fit the Fused Lasso Additive Model and Do Tuning Parameter...
flamdof: Calculate Degrees of Freedom for Fused Lasso Additive Model
flam-package: Fit the Fused Lasso Additive Model
plot.flamcv: Plots Cross-Validation Curve for Object of Class "flamCV"
predict.flam: Predicts Observations for a New Covariate Matrix and Fit from...
summary.flam: Summarizes a Call to 'flam'
summary.flamcv: Summarizes a Call to 'flamCV'
See all...

All man pages Function index File listing

Man pages

flam: Fit the Fused Lasso Additive Model for a Sequence of Tuning...
flamcv: Fit the Fused Lasso Additive Model and Do Tuning Parameter...
flamdof: Calculate Degrees of Freedom for Fused Lasso Additive Model
flam-package: Fit the Fused Lasso Additive Model
plot.flam: Plots Function Estimates for Fit of Class "flam"
plot.flamcv: Plots Cross-Validation Curve for Object of Class "flamCV"
predict.flam: Predicts Observations for a New Covariate Matrix and Fit from...
sim.data: Simulate Data from a Variety of Functional Scenarios
summary.flam: Summarizes a Call to 'flam'
summary.flamcv: Summarizes a Call to 'flamCV'

Functions

calc.sq.err Source code
calcsum Source code
expit Source code
f.to.theta Source code
fit.est Source code
flam Man page Source code
flam-package Man page
flam.ggd.helper Source code
flam.ggd.helper_backtrack Source code
flam.helper Source code
flam.logistic.helper Source code
flamCV Man page Source code
flamCV.helper Source code
flamDOF Man page Source code
flamstep Source code
flamsteplogistic Source code
gen.theta Source code
helper.predict.flam Source code
logit Source code
makePerm Source code
makePermList Source code
maxLambda Source code
maxLambda_a0 Source code
maxLambda_a1 Source code
maxLambda_a1_C_single Source code
order_ Source code
ordertheta Source code
orderthetamat Source code
plot.flam Man page Source code
plot.flamCV Man page Source code
plot.flamSparsity Man page Source code
predict.flam Man page Source code
sim.data Man page Source code
soft.scale.est Source code
summary.flam Man page Source code
summary.flamCV Man page Source code
tf_dp Source code
theta.to.f Source code
updatecolumn Source code
updateresidual Source code
updatevector Source code

Files

src
src/fit.cpp
src/RcppExports.cpp
NAMESPACE
R
R/flam_fcns.R
R/RcppExports.R
MD5
DESCRIPTION
man
man/plot.flamcv.rd
man/summary.flamcv.rd
man/flamdof.rd
man/flam-package.rd
man/predict.flam.Rd
man/sim.data.rd
man/summary.flam.Rd
man/flamcv.rd
man/plot.flam.rd
man/flam.rd
flam documentation built on May 19, 2017, 2:14 p.m.

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