pec: Prediction Error Curves for Risk Prediction Models in Survival Analysis

Canonical link: https://rscholar.com/pkg/pec

Thomas A. Gerds • View description and downloads View dependencies GitHub project

2008 Published

2023.04.12 Version

0 Citations

1 Authors

Referenced by ⇅	Year
pcoxtime: Penalized Cox Proportional Hazard Model for Time-Dependent Covariates (Version 1.0.4)	2021
DynForest: Random Forest with Multivariate Longitudinal Predictors (Version 1.2.0)	2022
HQM: Superefficient Estimation of Future Conditional Hazards Based on Marker Information (Version 0.1.4)	2022
Landmarking: Analysis using Landmark Models (Version 1.0.0)	2022
OSTE: Optimal Survival Trees Ensemble (Version 1.0)	2021
SurvMA: Model Averaging Prediction of Personalized Survival Probabilities (Version 1.6.8)	2024
SurvMetrics: Predictive Evaluation Metrics in Survival Analysis (Version 0.5.0)	2021
adjustedCurves: Confounder-Adjusted Survival Curves and Cumulative Incidence Functions (Version 0.11.2)	2022
bnnSurvival: Bagged k-Nearest Neighbors Survival Prediction (Version 0.1.5)	2016
censored: 'parsnip' Engines for Survival Models (Version 0.3.2)	2022
discSurv: Discrete Time Survival Analysis (Version 2.0.0)	2015
lnmixsurv: Bayesian Mixture Log-Normal Survival Model (Version 3.1.6)	2024
mlr: Machine Learning in R (Version 2.19.2)	2013
multipleOutcomes: Asymptotic Covariance Matrix of Regression Models for Multiple Outcomes (Version 0.4)	2024
obliqueRSF: Oblique Random Forests for Right-Censored Time-to-Event Data (Version 0.1.2)	2018
pammtools: Piece-Wise Exponential Additive Mixed Modeling Tools for Survival Analysis (Version 0.5.93)	2018
randomForestSRC: Fast Unified Random Forests for Survival, Regression, and Classification (RF-SRC) (Version 3.3.1)	2012
riskRegression: Risk Regression Models and Prediction Scores for Survival Analysis with Competing Risks (Version 2023.12.21)	2011
survex: Explainable Machine Learning in Survival Analysis (Version 1.2.0)	2022
timeROC: Time-Dependent ROC Curve and AUC for Censored Survival Data (Version 0.4)	2012

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