Man pages for bozenne/riskRegressionLight
Light version of the package riskRegression
| as.data.table.ate | Turn ate Object Into a 'data.table' |
| as.data.table.ateRobust | Turn ate Object Into a 'data.table' |
| as.data.table.influenceTest | Turn influenceTest Object Into a 'data.table' |
| as.data.table.predictCox | Turn predictCox Object Into a 'data.table' |
| as.data.table.predictCSC | Turn predictCSC Object Into a 'data.table' |
| ate | Compute the Average Treatment Effects Via the G-formula |
| ateRobust | Average Treatment Effects (ATE) for survival outcome (with... |
| autoplot.ate | Plot Average Risks |
| autoplot.predictCox | Plot Predictions From a Cox Model |
| autoplot.predictCSC | Plot Predictions From a Cause-specific Cox Proportional... |
| boot2pvalue | Compute the p.value from the distribution under H1 |
| calcSeCox | Computation of standard errors for predictions |
| calcSeCSC | Standard error of the absolute risk predicted from... |
| coef.CauseSpecificCox | Extract coefficients from a Cause-Specific Cox regression... |
| colCenter_cpp | Apply - by column |
| colCumSum | Apply cumsum in each column |
| colMultiply_cpp | Apply * by column |
| colScale_cpp | Apply / by column |
| colSumsCrossprod | Apply crossprod and colSums |
| confBandCox | Compute quantiles of a gaussian process |
| confint.ate | Confidence Intervals and Confidence Bands for the Predicted... |
| confint.ateRobust | Confidence Intervals for the Average Treatment Effect |
| confint.influenceTest | Confidence Intervals and Confidence Bands for the Difference... |
| confint.predictCox | Confidence Intervals and Confidence Bands for the predicted... |
| confint.predictCSC | Confidence Intervals and Confidence Bands for the Predicted... |
| coxBaseEstimator | Extract the type of estimator for the baseline hazard |
| coxCenter | Extract the mean value of the covariates |
| coxFormula | Extract the formula from a Cox model |
| coxLP | Compute the linear predictor of a Cox model |
| coxModelFrame | Extract the design matrix used to train a Cox model |
| coxN | Extract the number of observations from a Cox model |
| coxSpecial | Special characters in Cox model |
| coxStrata | Define the strata for a new dataset |
| coxStrataLevel | Returns the name of the strata in Cox model |
| coxVarCov | Extract the variance covariance matrix of the beta from a Cox... |
| coxVariableName | Extract variable names from a model |
| CSC | Cause-specific Cox proportional hazard regression |
| dicreteRoot | Dichotomic search for monotone function |
| iidCox | Extract i.i.d. decomposition from a Cox model |
| influenceTest | Influence test [Experimental!!] |
| Melanoma | Malignant melanoma data |
| model.matrix.cph | Extract design matrix for cph objects |
| model.matrix.phreg | Extract design matrix for phreg objects |
| predict.CauseSpecificCox | Predicting Absolute Risk from Cause-Specific Cox Models |
| predictCox | Fast computation of survival probabilities, hazards and... |
| predictCoxPL | Computation of survival probabilities from Cox regression... |
| predictGLM | Compute the influence function for the prediction. |
| predictRisk | Extrating predicting risks from regression models |
| predictSurv | Compute Event-Free Survival From a CSC Object |
| print.ate | Print Average Treatment Effects |
| print.ateRobust | Print Average Treatment Effect |
| print.CauseSpecificCox | Print of a Cause-Specific Cox regression model |
| print.influenceTest | Output of the DIfference Between Two Estimates |
| print.predictCox | Print Predictions From a Cox Model |
| print.predictCSC | Print Predictions From a Cause-specific Cox Proportional... |
| reconstructData | Reconstruct the original dataset |
| rowCenter_cpp | Apply - by row |
| rowCumSum | Apply cumsum in each row |
| rowMultiply_cpp | Apply * by row |
| rowScale_cpp | Apply / by row |
| rowSumsCrossprod | Apply crossprod and rowSums |
| sampleData | Simulate data with binary or time-to-event outcome |
| selectJump | Evaluate the influence function at selected times |
| sliceMultiply_cpp | Apply * by slice |
| sliceScale_cpp | Apply / by slice |
| splitStrataVar | Reconstruct each of the strata variables |
| summary.riskRegression | Summary of a risk regression model |
| SurvResponseVar | Extract the time and event variable from a Cox model |
| terms.phreg | Extract terms for phreg objects |
| transformCI | Compute Confidence Intervals using a transformation |
| transformCIBP | Compute Confidence Intervals/Bands and P-values After a... |
| transformIID | Compute Influence Functions after Transformation |
| transformP | Compute P-values After a Transformation |
| transformSE | Compute Standard Errors after Transformation |
