Fits Piecewise Constant Models with Data-Adaptive Knots
Fit the Fused Lasso Additive Model
Fit the Fused Lasso Additive Model for a Sequence of Tuning Parameters
Fit the Fused Lasso Additive Model and Do Tuning Parameter Selection u...
Calculate Degrees of Freedom for Fused Lasso Additive Model
Plots Function Estimates for Fit of Class "flam"
Plots Cross-Validation Curve for Object of Class "flamCV"
Predicts Observations for a New Covariate Matrix and Fit from flam
Simulate Data from a Variety of Functional Scenarios
Summarizes a Call to flam
Summarizes a Call to flamCV
Implements the fused lasso additive model as proposed in Petersen, A., Witten, D., and Simon, N. (2016). Fused Lasso Additive Model. Journal of Computational and Graphical Statistics, 25(4): 1005-1025.