Man pages for difuture-lmu/dsROCGLM
ROC and calibration analysis for DataSHIELD
| analyticGaussianMechanism | Calculated sigma for analytic Gaussian mechanism |
| assignPredictModel | Wrapper to predict model on server site |
| aucCI | Calculate CI for AUC |
| brierScore | Calculate Brier score |
| calcU | Calculate U Matrix for ROC-GLM |
| calculateAUC | Calculate AUC from ROC-GLM |
| calculateDistrGLMParts | Calculate Parts for Fisher Scoring |
| calculateLambda | Transform Response for Probit Fisher-Scoring |
| calibrationCurve | Calculate data for calibration curve |
| checkTruthProb | Truth and Prediction Checker |
| computePlacementValues | Compute Placement Values on Server |
| decodeBinary | Deserialize object |
| dsBrierScore | Calculate Brier score on DataSHIELD servers |
| dsCalibrationCurve | Calculate calibration curve on DataSHIELD servers |
| dsL2Sens | Calculate the l2 sensitivity on DataSHIELD servers |
| dsProbitRegr | Calculate Probit Regression on Server |
| dsROCGLM | Calculate Probit Regression on Server |
| encodeObject | Serialize R object |
| erf | Calculates the error function used for the analytic Gaussian... |
| generateParameterTableDP | Generate all combinations of DP parameters fromt he paper |
| getNegativeScores | Return negative scores |
| getNegativeScoresVar | Return variance of negative scores |
| getPositiveScores | Return positive scores |
| getPositiveScoresVar | Return variance of positive scores |
| GMVar | Calculate standard deviation for Gaussian Mechanism |
| l2sens | Calculate the l2 sensitivity |
| plot.calibration.curve | Plot calibration curve |
| plotCalibrationCurve | Plot calibration curve |
| plot.ROC.GLM | Visualize ROC-GLM |
| predictModel | Predict model on server site |
| print.ROC.GLM | Printer for ROC-GLM |
| probitLikelihood | Calculate Likelihood of Probit Model |
| pushObject | Push object to DataSHIELD server |
| removeMissings | Remove missing values from data |
| rocGLMData | Get Data for ROC-GLM |
| rocGLMFrame | Calculate data for ROC-GLM |
| seedBoundedToObject | Get a seed depending on an object |
