# Semi-Parametric Dimension Reduction Models Using Orthogonality Constrained Optimization

## Documentation for package ‘orthoDr’ version 0.6.4

- DESCRIPTION file.
- Package NEWS.

## Help Pages

CP_SIR | Counting process based sliced inverse regression model
distance | distance correlation
dist_cross | dist_cross
hMave | Hazard Mave for Censored Survival Data
kernel_weight | kernel_weight
orthoDr_pdose | orthoDr_pdose model
orthoDr_reg | orthoDr_reg
orthoDr_surv | IR-CP model
ortho_optim | Orthogonality constrained optimization
predict.orthoDr | predict.orthoDr
pSAVE | Partial Sliced Averaged Variance Estimation
silverman | A simple Silverman bandwidth formula
skcm.clinical | skcm.clinical
skcm.melgene | skcm.melgene
view_dr_surv | 2D or 2D view of survival data on reduced dimension