Man pages for bonStats/gcreg
General Constraint REGression
| bounce_monotone | Bounce away from monotone boundary |
| case_bootstrap_constrained_lmm_em | Bootstrap for monotone-constrained polynomial LMM |
| coef.creg | Methods for class "creg" |
| cols_control | Create controls attributes which tune the COLS algorithm. |
| constrained_lmm_em | Fit monotone-constrained polynomial LMM with an EM algorithm |
| constrained_lmm_mcem | Fit monotone-constrained polynomial LMM with an MCEM... |
| cpm | Least squares estimates of a constrained polynomial... |
| fitted.creg | Fitted values |
| formula.creg | Regression coefficients |
| gcreg | gcreg: A package for fitting constrained regression models |
| gen_line_search | Search for boundary of permissible region between current... |
| gen_poly_basis_converters | Generate functions to convert regression coefficients between... |
| gen_scale_data_funs | Create function to scale and unscale data. |
| is_monotone | Check if polynomial is monotone over desired region. |
| linear_dist_to_monotone_boundary | Calculate the linear distance to the monotone boundary |
| make_disc_orthonormal_basis | Create discrete (data-based) orthonormal polynomial basis |
| make_em_model_specs | Specify model for a monotone-constrained polynomial LMM |
| make_oracle | Create oracle function for constrained polynomial fitting |
| optim_COLS | The COLS algorithm. |
| poly_basis_design_matrix | Create design matrix from polynomial basis. |
| predict.creg | Predicted (or fitted) values |
| print.creg | Print regression model |
| residuals.creg | Regression residuals |
| transform_beta | Transform beta to gamma polynomial coefficients |
| untransform_gam | Transform gamma to beta polynomial coefficients |
