| cglasso | Fit a linearly constrained linear regression model with group lasso regularization. | 
| classo | Fit a linearly constrained linear regression model with lasso regularization. | 
| coef.compCL | extracts model estimated coefficients from a '"compCL"' object. | 
| coef.cv.compCL | Extract estimated coefficients from a '"cv.compCL"' object. | 
| coef.cv.FuncompCGL | Extract estiamted coefficients from a '"cv.FuncompCGL"' object. | 
| coef.FuncompCGL | Extract estimated coefficients from a '"FuncompCGL"' object. | 
| coef.GIC.compCL | Extracts estimated coefficients from a '"GIC.compCL"' object. | 
| coef.GIC.FuncompCGL | Extract model estimated coefficients from a '"GIC.FuncompCGL"' object. | 
| compCL | Fit regularization path for log-contrast model of compositional data with lasso penalty. | 
| comp_Model | Simulation for log-contrast model. | 
| cv.compCL | Cross-validation for compCL. | 
| cv.FuncompCGL | Cross-validation for FuncompCGL. | 
| Fcomp_Model | Simulation for functional composition data. | 
| FuncompCGL | Fit regularization paths of sparse log-contrast regression with functional compositional predictors. | 
| GIC.compCL | Compute information crieteria for the 'compCL' model. | 
| GIC.FuncompCGL | Compute information crieteria for the 'FuncompCGL' model. | 
| plot.compCL | Plot solution paths from a '"compCL"' object. | 
| plot.cv.compCL | Plot the cross-validation curve produced by '"cv.compCL"' object. | 
| plot.cv.FuncompCGL | Plot the cross-validation curve produced by '"cv.FuncompCGL"'. | 
| plot.FuncompCGL | Plot solution paths from a '"FuncompCGL"' object. | 
| plot.GIC.compCL | Plot the GIC curve produced by '"GIC.compCL"' object. | 
| plot.GIC.FuncompCGL | Plot the GIC curve produced by '"GIC.FuncompCGL"' object. | 
| predict.compCL | Make predictions based on a '"compCL"' object. | 
| predict.cv.compCL | Make predictions based on a '"cv.compCL"' object. | 
| predict.cv.FuncompCGL | Make predictions based on a '"cv.FuncompCGL"' object. | 
| predict.FuncompCGL | Make prediction from a '"FuncompCGL"' object. | 
| predict.GIC.compCL | Make predictions based on a '"GIC.compCL"' object. | 
| predict.GIC.FuncompCGL | Make predictions based on a '"GIC.FuncompCGL"' object. | 
| print.compCL | Print a '"compCL"' object. | 
| print.FuncompCGL | Print a '"FuncompCGL"' object. |