Xmicro.censure_compl_imp
                        Imputed Microsat features
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_gd          Gradient-Descent Solver for Cox Models on Big
                        Matrices
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
micro.censure           Microsat features and survival times
partialbigSurvSGDv0     Incremental Survival Model Fitting with
                        Pre-Scaled Data
predict.big_pls_cox     Predict method for big-memory PLS-Cox models
predict_cox_pls         Predict survival summaries from legacy Cox-PLS
                        fits
predict_pls_latent      Predict responses and latent scores from PLS
                        fits
sim_data                Simulated dataset
