Man pages for orthoDr
Semi-Parametric Dimension Reduction Models Using Orthogonality Constrained Optimization
| CP_SIR | Counting process based sliced inverse regression model |
| distance | Compute Distance Correlation |
| dist_cross | Cross distance matrix |
| dosepred | The prediction function for the personalized direct learning... |
| gen_solver | General solver 'C++' function |
| hMave | Hazard Mave for Censored Survival Data |
| initB | initB |
| KernelDist_cross | KernelDist_cross |
| kernel_weight | Kernel Weight |
| local_f | local_f |
| local_solver | local semi regression solver 'C++' function |
| orthoDr-package | orthoDr: Semi-Parametric Dimension Reduction Models Using... |
| orthoDr_pdose | Direct Learning & Pseudo-direct Learning Model |
| orthoDr_reg | Semiparametric dimension reduction method from Ma & Zhu... |
| orthoDr_surv | Counting Process based semiparametric dimension reduction... |
| ortho_optim | Orthogonality constrained optimization |
| pdose_direct_solver | pdose_direct_solver |
| pdose_semi_solver | pdose_semi_solver |
| phd_init | phd_init |
| phd_solver | semi-phd solver 'C++' function |
| predict.orthoDr | Predictions under 'orthoDr' models |
| print.orthoDr | Print a 'orthoDr' object |
| pSAVE | Partial Sliced Averaged Variance Estimation |
| reg_init | reg_init |
| reg_solve | reg_solve |
| save_init | save_init |
| save_solver | semi-save solver 'C++' function |
| seff_init | seff_init |
| seff_solver | Eff semi regression solver 'C++' function |
| silverman | Silverman's rule of thumb |
| sir_init | sir_init |
| sir_solver | semi-sir solver 'C++' function |
| skcm.clinical | Skin Cutaneous Melanoma Data set |
| skcm.melgene | Genes associated with Melanoma given by the MelGene Database |
| surv_dm_solver | surv_dm_solver 'C++' function |
| surv_dn_solver | surv_dn_solver 'C++' function |
| surv_forward_solver | surv_forward_solver 'C++' function |
| view_dr_surv | 2D or 2D view of survival data on reduced dimension |
