Semi-Parametric Dimension Reduction Models Using Orthogonality Constrained Optimization

Documentation for package ‘orthoDr’ version 0.6.8

CP_SIR	Counting process based sliced inverse regression model
distance	Compute Distance Correlation
dist_cross	Cross distance matrix
hMave	Hazard Mave for Censored Survival Data
kernel_weight	Kernel Weight
orthoDr_pdose	Direct Learning & Pseudo-direct Learning Model
orthoDr_reg	Semiparametric dimension reduction method from Ma & Zhu (2012).
orthoDr_surv	Counting Process based semiparametric dimension reduction (IR-CP) model
ortho_optim	Orthogonality constrained optimization
predict.orthoDr	Predictions under 'orthoDr' models
print.orthoDr	Print a 'orthoDr' object
pSAVE	Partial Sliced Averaged Variance Estimation
silverman	Silverman's rule of thumb
skcm.clinical	Skin Cutaneous Melanoma Data set
skcm.melgene	Genes associated with Melanoma given by the MelGene Database
view_dr_surv	2D or 2D view of survival data on reduced dimension