API for bigPLScox
Partial Least Squares for Cox Models with Big Matrices

Global functions
%*%,big.matrix,big.matrix-method Man page
%*%,big.matrix,matrix-method Man page
%*%,matrix,big.matrix-method Man page
.bigPLScox_coerce_newdata Source code
Arith,big.matrix,big.matrix-method Man page
Arith,big.matrix,matrix-method Man page
Arith,big.matrix,numeric-method Man page
Arith,matrix,big.matrix-method Man page
Arith,numeric,big.matrix-method Man page
Xmicro.censure_compl_imp Man page
`%||%` Source code
align_big_plscox Man page Source code
benchmark_deviance_residuals Man page Source code
bigPLScox Man page
bigPLScox-package Man page
bigSurvSGD.na.omit Man page
big_deviance_residuals_cpp Source code
big_pls_cox Man page Source code
big_pls_cox_col_stats_cpp Source code
big_pls_cox_component_cpp Source code
big_pls_cox_fast Man page Source code
big_pls_cox_fast_big_cpp Source code
big_pls_cox_fast_dense_cpp Source code
big_pls_cox_gd Man page Source code
big_pls_cox_gd_cpp Source code
big_pls_cox_transform Man page Source code
big_pls_cox_transform_big_cpp Source code
big_pls_cox_transform_cpp Source code
big_pls_cox_transform_dense_cpp Source code
bigmatrix-operations Man page
bigscale Man page
component_information Man page Source code
component_information, Man page
component_information.big_pls_cox Man page Source code
component_information.big_pls_cox, Man page
component_information.big_pls_cox_gd Man page Source code
component_information.big_pls_cox_gd, Man page
computeDR Man page
compute_big_pls_scores Source code
compute_component_information Source code
compute_fold_metrics Source code
correctp.cox Man page
coxDKgplsDR Man page
coxDKgplsDR.default Man page
coxDKgplsDR.formula Man page
coxDKsgplsDR Man page
coxDKsgplsDR.default Man page
coxDKsgplsDR.formula Man page
coxDKspls_sgplsDR Man page
coxDKspls_sgplsDR.default Man page
coxDKspls_sgplsDR.formula Man page
cox_deviance_details Man page Source code
cox_deviance_details_cpp Source code
cox_deviance_residuals Man page Source code
cox_deviance_residuals_big Man page Source code
cox_deviance_residuals_big_cpp Source code
cox_deviance_residuals_cpp Source code
cox_partial_deviance_big Man page Source code
cox_partial_deviance_big_cpp Source code
cox_partial_loglik_cpp Source code
cox_score_residuals_fast Source code
coxgpls Man page
coxgpls.default Man page
coxgpls.formula Man page
coxgplsDR Man page
coxgplsDR.default Man page
coxgplsDR.formula Man page
coxsgpls Man page
coxsgpls.default Man page
coxsgpls.formula Man page
coxsgplsDR Man page
coxsgplsDR.default Man page
coxsgplsDR.formula Man page
coxspls_sgpls Man page
coxspls_sgpls.default Man page
coxspls_sgpls.formula Man page
coxspls_sgplsDR Man page
coxspls_sgplsDR.default Man page
coxspls_sgplsDR.formula Man page
cv.big_pls_cox Man page Source code
cv.big_pls_cox_gd Man page Source code
cv.coxDKgplsDR Man page
cv.coxDKsgplsDR Man page
cv.coxDKspls_sgplsDR Man page
cv.coxgpls Man page
cv.coxgplsDR Man page
cv.coxsgpls Man page
cv.coxsgplsDR Man page
cv.coxspls_sgpls Man page
cv.coxspls_sgplsDR Man page
cv_big_pls_core Source code
dCox_sim Man page
dataCox Man page Source code
deviance_residuals_cpp Source code
evaluate_metrics Source code
gd_diagnostics Man page Source code
getIndic Man page Source code
getIndicCV Man page Source code
getIndicCViAUCSH Man page Source code
getIndicCViAUCSurvROCTest Man page Source code
legacy_cox_compute_scores Source code
legacy_cox_scale_newdata Source code
legacy_cox_training_scores Source code
legacy_predict_cox Source code
matrix_deviance_residuals_cpp Source code
matrix_pls_cox_transform_cpp Source code
micro.censure Man page
partialbigSurvSGDv0 Man page Source code
plot.big_pls_cox Man page Source code
plot.big_pls_cox_gd Man page Source code Source code
pls.cox Source code
predict.big_pls_cox Man page Source code
predict.big_pls_cox_fast Man page Source code
predict.big_pls_cox_gd Man page Source code
predict.coxDKgplsDR Man page Source code
predict.coxDKsgplsDR Man page Source code
predict.coxDKspls_sgplsDR Man page Source code
predict.coxgpls Man page Source code
predict.coxgplsDR Man page Source code
predict.coxsgpls Man page Source code
predict.coxsgplsDR Man page Source code
predict.coxspls_sgpls Man page Source code
predict.gPLS Man page
predict.pls.cox Man page Source code
predict.sPLS Man page
predict.sgPLS Man page
predict_cox_pls Man page
predict_pls_latent Man page
print.big_pls_cox Man page Source code
print.big_pls_cox_gd Man page Source code
print.summary.big_pls_cox_fast Man page Source code
print.summary.big_pls_cox_gd Source code
select_ncomp Man page Source code
sim_data Man page
spls.dv Man page
summary.big_pls_cox Man page Source code
summary.big_pls_cox_fast Man page Source code
summary.big_pls_cox_gd Man page Source code
ust Man page
bigPLScox documentation built on Nov. 18, 2025, 5:06 p.m.