Xmicro.censure_compl_imp
                        Imputed Microsat features
align_big_plscox        Align a GD fit to a PLS fit (optional refit)
bigPLScox-package       bigPLScox-package
bigSurvSGD.na.omit      Fit Survival Models with Stochastic Gradient
                        Descent
big_pls_cox             Partial Least Squares Components for Cox Models
                        with Big Matrices
big_pls_cox_fast        Partial Least Squares Components for Cox Models
                        (fast backend)
big_pls_cox_gd          Gradient based PLS Cox for big matrices
big_pls_cox_transform   Transform new data to PLS–Cox scores
bigmatrix-operations    Matrix and arithmetic operations for big.matrix
                        objects
bigscale                Construct Scaled Design Matrices for Big
                        Survival Models
component_information   Information criteria for component selection
computeDR               Compute deviance residuals
coxDKgplsDR             Fitting a Direct Kernel group PLS model on the
                        (Deviance) Residuals
coxDKsgplsDR            Fitting a Direct Kernel group sparse PLS model
                        on the (Deviance) Residuals
coxDKspls_sgplsDR       Fitting a Cox-Model on sparse PLSR components
                        using the (Deviance) Residuals
cox_deviance_residuals
                        Cox deviance residuals via C++ backends
coxgpls                 Fitting a Cox-Model on group PLSR components
coxgplsDR               Fitting a Cox-Model on group PLSR components
                        using the (Deviance) Residuals
coxsgpls                Fitting a Cox-Model on group sparse PLSR
                        components
coxsgplsDR              Fitting a Cox-Model on group sparse PLSR
                        components using the (Deviance) Residuals
coxspls_sgpls           Fitting a Cox-Model on sparse PLSR components
coxspls_sgplsDR         Fitting a Cox-Model on sparse PLSR components
                        using the (Deviance) Residuals
cv.big_pls_cox          Cross-validation for big-memory PLS-Cox models
cv.coxDKgplsDR          Cross-validating a Direct Kernel group PLS
                        model fitted on the (Deviance) Residuals
cv.coxDKsgplsDR         Cross-validating a Direct Kernel group sparse
                        PLS model fitted on the (Deviance) Residuals
cv.coxDKspls_sgplsDR    Cross-validating a Direct Kernel sparse PLS
                        model fitted on the (Deviance) Residuals
cv.coxgpls              Cross-validating a Cox-Model fitted on group
                        PLSR components
cv.coxgplsDR            Cross-validating a Cox-Model fitted on group
                        PLSR components using (Deviance) Residuals
cv.coxsgpls             Cross-validating a Cox-Model fitted on sparse
                        group PLSR components
cv.coxsgplsDR           Cross-validating a Cox-Model fitted on sparse
                        group PLSR components using (Deviance)
                        Residuals
cv.coxspls_sgpls        Cross-validating a Cox-Model fitted on sparse
                        PLSR components
cv.coxspls_sgplsDR      Cross-validating a Cox-Model fitted on sparse
                        PLSR components components using (Deviance)
                        Residuals
dCox_sim                Simulated survival dataset for Cox models
dataCox                 Cox Proportional Hazards Model Data Generation
                        From Weibull Distribution
gd_diagnostics          Extract Diagnostics from a big_pls_cox_gd Model
micro.censure           Microsat features and survival times
partialbigSurvSGDv0     Incremental Survival Model Fitting with
                        Pre-Scaled Data
plot.big_pls_cox        Plot method for big_pls_cox objects
plot.big_pls_cox_gd     Plot method for big_pls_cox_gd objects
predict.big_pls_cox     Predict method for big-memory PLS-Cox models
predict.big_pls_cox_fast
                        Predictions for fast big PLS–Cox fits
predict.big_pls_cox_gd
                        Predict method for big_pls_cox_gd
predict_cox_pls         Predict survival summaries from legacy Cox-PLS
                        fits
predict_pls_latent      Predict responses and latent scores from PLS
                        fits
print.big_pls_cox       Print method for big_pls_cox objects
print.big_pls_cox_gd    Print method for big_pls_cox_gd objects
print.summary.big_pls_cox_fast
                        Print method for summary.big_pls_cox_fast
                        objects
sim_data                Simulated dataset
summary.big_pls_cox     Summary for big_pls_cox objects
summary.big_pls_cox_fast
                        Summary for big_pls_cox objects
summary.big_pls_cox_gd
                        Summary for big_pls_cox_gd objects
