Fits Piecewise Constant Models with Data-Adaptive Knots


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Documentation for package ‘flam’ version 3.2

Help Pages

flam-package Fit the Fused Lasso Additive Model
flam Fit the Fused Lasso Additive Model for a Sequence of Tuning Parameters
flamCV Fit the Fused Lasso Additive Model and Do Tuning Parameter Selection using K-Fold Cross-Validation
flamDOF Calculate Degrees of Freedom for 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"
plot.flamSparsity Summarizes a Call to 'flam'
predict.flam Predicts Observations for a New Covariate Matrix and Fit from 'flam'
sim.data Simulate Data from a Variety of Functional Scenarios
summary.flam Summarizes a Call to 'flam'
summary.flamCV Summarizes a Call to 'flamCV'