| anderson | Data from a placebo-controlled RCT with leukemia patients |
| aortadis | Dataset of patients with a aortadissection |
| bmd | Data of a non-experimental study in more than 300 elderly... |
| boot_MI | Bootstrap validation in Multiply Imputed datasets |
| bw_single | Predictor selection function for backward selection of Linear... |
| chlrform | Data about concentration of ß2-microglobuline in urine as... |
| chol_long | Long dataset of persons from the The Amsterdam Growth and... |
| chol_wide | Wide dataset of persons from the The Amsterdam Growth and... |
| clean_P | Function to clean variables |
| coxph_bw | Predictor selection function for backward selection of Cox... |
| coxph_fw | Predictor selection function for forward selection of Cox... |
| cv_MI | Cross-validation in Multiply Imputed datasets |
| cv_MI_RR | Cross-validation in Multiply Imputed datasets |
| day2_dataset4_mi | Dataset of low back pain patients with missing values |
| glm_bw | Function for backward selection of Linear and Logistic... |
| glm_fw | Function for forward selection of Linear and Logistic... |
| hipstudy | Dataset of elderly patients with a hip fracture |
| hipstudy_external | External Dataset of elderly patients with a hip fracture |
| hoorn_basic | Dataset of the Hoorn Study |
| hoslem_test | Calculates the Hosmer and Lemeshow goodness of fit test. |
| infarct | Data of a patient-control study regarding the relationship... |
| ipdna_md | Example dataset for the psfmi_mm function |
| km_estimates | Kaplan-Meier risk estimates for Net Reclassification Index... |
| km_fit | Kaplan-Meier (KM) estimate at specific time point |
| lbpmicox | Example dataset for psfmi_coxr function |
| lbpmi_extval | Example dataset of Low Back Pain Patients for external... |
| lbpmilr | Example dataset for psfmi_lr function |
| lbpmilr_dev | Example dataset for mivalext_lr function |
| lbp_orig | Example dataset for psfmi_perform function, method boot_MI |
| lungvolume | Data of the development of lung and heartvolume of unborn... |
| mammaca | Data of a study among women with breast cancer |
| mean_auc_log | Function to calulate mean auc values |
| men | Data of 613 patients with meningitis |
| MI_boot | Bootstrap validation in Multiply Imputed datasets |
| miceImp | Wrapper function around mice |
| MI_cv_naive | Naive method for Cross-validation in Multiply Imputed... |
| mivalext_lr | External Validation of logistic prediction models in multiply... |
| nri_cox | Net Reclassification Index for Cox Regression Models |
| nri_est | Calculation of Net Reclassification Index measures |
| pool_auc | Calculates the pooled C-statistic (Area Under the ROC Curve)... |
| pool_compare_models | Compare the fit and performance of prediction models across... |
| pool_D2 | Combines the Chi Square statistics across Multiply Imputed... |
| pool_D4 | Pools the Likelihood Ratio tests across Multiply Imputed... |
| pool_intadj | Provides pooled adjusted intercept after shrinkage of pooled... |
| pool_performance | Pooling performance measures across multiply imputed datasets |
| pool_performance_internal | Pooling performance measures over multiply imputed datasets |
| pool_reclassification | Function to pool NRI measures over Multiply Imputed datasets |
| pool_RR | Function to combine estimates by using Rubin's Rules |
| psfmi_coxr | Pooling and Predictor selection function for backward or... |
| psfmi_coxr_bw | Backward selection of Cox regression models in multiply... |
| psfmi_coxr_fw | Forward selection of Cox regression models across multiply... |
| psfmi_lm | Pooling and Predictor selection function for backward or... |
| psfmi_lm_bw | Backward selection of Linear regression models across... |
| psfmi_lm_fw | Forward selection of Linear regression models across multiply... |
| psfmi_lr | Pooling and Predictor selection function for backward or... |
| psfmi_lr_bw | Backward selection of Logistic regression models in multiply... |
| psfmi_lr_fw | Forward selection of Logistic regression models in multiply... |
| psfmi_mm | Pooling and Predictor selection function for multilevel... |
| psfmi_mm_multiparm | Multiparameter pooling methods called by psfmi_mm |
| psfmi_perform | Internal validation and performance of logistic prediction... |
| psfmi_stab | Function to evaluate bootstrap predictor and model stability... |
| psfmi_validate | Internal validation and performance of logistic prediction... |
| risk_coxph | Risk calculation at specific time point for Cox model |
| RR_diff_prop | Function to apply RR to pool difference of NRI and AUC values |
| rsq_nagel | Nagelkerke's R-square calculation for logistic regression /... |
| rsq_surv | R-square calculation for Cox regression models |
| sbp_age | Dataset with blood pressure measurements |
| sbp_qas | Dataset with blood pressure measurements |
| scaled_brier | Calculates the scaled Brier score |
| smoking | Survival data about smoking |
| stab_single | Function to evaluate bootstrap predictor and model stability. |
| weight | Dataset of persons from the The Amsterdam Growth and Health... |
