Fit Additive Hazards Models for Survival Analysis
Accelerated Failure Time Model with Generalized Estimating Equations
Regularization for Semiparametric Additive Hazards Regression
Average Positive Predictive Values (AP) for Binary Outcomes and Censor...
Data Sets for "Applied Survival Analysis Using R""
A Collection of Statistical Tools for Biologists
Aster Models
Analysis of Competing Risks Using Quantile Regressions
Bootstrap Functions (Originally by Angelo Canty for S)
Bayesian Model Averaging
Bagged k-Nearest Neighbors Survival Prediction
Bootstrap p-Values
Beta Product Confidence Procedure for Right Censored Data
Buckley-James Regression for Survival Data with High-Dimensional Covar...
Cause-Specific Framework for Competing-Risk Analysis
Clinical Trial Design and Data Analysis Functions
Doubly Truncated Data Analysis
Analysis of Coarsely Observed Data
Generalised Joint Regression Modelling
Conditional Inference Procedures in a Permutation Test Framework
Compare Two Correlated C Indices with Right-Censored Survival Outcome
Empirical Likelihood Ratio for Censored/Truncated Data
Univariate Feature Selection and Compound Covariate for Predicting Sur...
Parameter Estimation in Conditional GEE for Recurrent Event Gap Times
Estimation of the Conditional Survival Function for Ordered Multivaria...
Quantile Comparison for Two-Sample Right-Censored Survival Data
Current Status Confidence Intervals
Cox Regression with Firth's Penalized Likelihood
Weighted Estimation in Cox Regression
Fit Robustly Proportional Hazards Regression Model
Fitting a CoxSEI Model
Competing Risks Regression for Stratified and Clustered Data
Estimation of CCI and CLFS Functions
Compute the NPMLE of Distribution Function from Doubly Censored Data, ...
Discrete Time Survival Analysis
Companion Package to "Dynamic Prediction in Clinical Survival Analysis...
Simultaneous Inference in General Parametric Models
Event History Analysis
Empirical Likelihood Analysis for the Cox Model and Yang-Prentice (200...
Empirical Transition Matrix
Exact Distributions for Rank and Permutation Tests
Lasso and Elastic-Net Penalized Cox's Regression in High Dimensions Mo...
Tests for Right and Interval-Censored Survival Data Based on the Flemi...
Flexible Relative Survival Analysis
Fitting Frailty Models with the EM Algorithm
Frailty Models via Hierarchical Likelihood
General Semiparametric Shared Frailty Model
Boosting Multistate Models
Fitting an Interval Response Variable Using `gamlss.family' Distributi...
Generalized Competing Event Model
Generalized Multistate Simulation Model
Survival Trees to Fit Left-Truncated and Right-Censored and Interval-C...
L1 Regularization Path for Generalized Linear Models and Cox Proportio...
Fit Generalized Odds Rate Mixture Cure Model with Interval Censored Da...
General Smoothing Splines
Genotype-Specific Survival Estimation
Generalized Turnbull's Estimator
Regression Models for Interval Censored Data
Fit Generalized Odds Rate Hazards Model with Interval Censored Data
A Modified Random Survival Forest Algorithm
Semiparametric Regression Analysis of Interval-Censored Data
Imprecise Dirichlet Process for Survival Analysis
Semiparametric Competing Risks Regression under Interval Censoring
Weighted Logrank Tests and NPMLE for Interval Censored Data
Integrative Survival Modeling
Threshold Regression that Fits the (Randomized Drift) Inverse Gaussian...
Joint Modeling of Longitudinal and Survival Data
Joint Modeling of Longitudinal and Time-to-Event Data under a Bayesian...
Joint Frailty-Copula Models for Tumour Progression and Death in Meta-A...
Confidence Intervals for the Kaplan-Meier Estimator
Kaplan-Meier Estimator with Constraints for Right Censored Data -- a R...
Kaplan-Meier Multiple Imputation for the Analysis of Cumulative Incide...
Data sets from Klein and Moeschberger (1997), Survival Analysis
KONP Tests: Powerful K-Sample Tests for Right-Censored Data
Landmark Estimation of Survival and Treatment Effect
Functions for Learning Bayesian Inference
Plot Lexis Diagrams for Demographic Purposes
Maximum Likelihood Estimation of a Log-Concave Density Based on Censor...
Logic Regression
Routines for Logspline Density Estimation
Lassoed Principal Components for Testing Significance of Features
Least-Squares Means
The Group Sequential Max-Combo Test for Comparing Survival Curves
Maximally Selected Rank Statistics
Mixed Effect Excess Hazard Models
Promotion Time Cure Model with Mis-Measured Covariates
Performing Continuous-Time Microsimulation
Mixtures of Proportional Hazard Models
Computation of the MLE for Bivariate Interval Censored Data
Mixed Multivariate Cumulative Incidence Functions
Truncated Maximum Likelihood Fit and Robust Accelerated Failure Time R...
Tools for the Analysis of Epidemiological Data
Building Augmented Data to Run Multi-State Models with 'msm' Package
Multivariate Survival Trees
Hazard Function Estimation in Survival Analysis
Weighted Cox-Regression for Nested Case-Control Data
Permutation Tests for Multivariate Survival Analysis
Nondetects and Data Analysis for Environmental Data
Sample Size Calculation for the Proportional Hazards Mixture Cure Mode...
Type-Specific Failure Rate and Hazard Rate on Competing Risks Data
Nonparametric Survival Analysis
Least Squares, Logistic, and Cox-Regression with Ordered Predictors
Piecewise Constant Hazard Models for Censored and Truncated Data
Prediction Error Curves for Risk Prediction Models in Survival Analysi...
Multivariate Normal Mixture Models and Mixtures of Generalized Linear ...
L1 (Lasso and Fused Lasso) and L2 (Ridge) Penalized Estimation in GLMs...
Estimating Regularized Multi-state Models Using L1 Penalties
Regularization in Cox Frailty Models
Permutational Algorithm to Simulate Survival Data
Polynomial Spline Routines
Power and Sample Size Calculation for Survival Analysis of Epidemiolog...
Dirichlet Process Bayesian Clustering, Profile Regression
Product-Limit Estimation for Censored Event History Analysis
Spatial Point Pattern Analysis, Model-Fitting, Simulation, Tests
Analysis of Complex Survey Samples
Bayesian Modeling and Analysis of Spatially Correlated Survival Data
Practicals for Use with Davison (2003) Statistical Models
Unimodal Additive Hazards Model
Bayesian Applied Regression Modeling via Stan
Penalized Parametric and Semiparametric Bayesian Survival Models with ...
Analysis of Proportional Hazards Model with Sparse Longitudinal Covari...
Nonparametric Estimation of Time-Dependent ROC, Brier Score, and Survi...
Aster Models
Recursive Partitioning and Regression Trees
A Fast Implementation of Random Forests
Weibull Regression for a Right-Censored Endpoint with Interval-Censore...
Recurrent Event Regression
Estimation of Transition Probabilities for the Illness-Death Model
Vector Generalized Linear and Additive Models
Power Calculations for SNP Studies with Censored Outcomes
Relative Survival
Time-Dependent ROC Curve Estimation from Censored Survival Data
Penalised Maximum Likelihood for Survival Analysis Models
Correlation of Bivariate Survival Times
Simulate Survival Time and Markers
Temporal Process Regression
Recurrent Event Data Analysis
Small-Sample Adjustments for Wald Tests Using Sandwich Estimators
Comparing Restricted Mean Survival Time
Riskset ROC Curve Estimation from Censored Survival Data
Fit Semiparametric Mixture Cure Models
Simulation of Event Histories for Multi-State Models
Nomograms for Right-Censored Outcomes from Survey Designs
IDI and NRI for Comparing Competing Risk Prediction Models with Censor...
Relative Survival, AER and SMR Based on French Death Rates
Miscellaneous Functions for Survival Data
Fit Linear Transformation Models for Right Censored Data
Simulation of Simple and Complex Survival Data
Presmoothed Estimation in Survival Analysis
Graphical Shim for Visual Survival Data Analysis
Drawing Survival Curves using 'ggplot2'
C-Statistics for Risk Prediction Models with Censored Survival Data
Hierarchical Models for Parametric and Semi-Parametric Analyses of Sem...
Simulate Survival Data
Transformation Model Based Estimation of Survival and Regression Under...
Simulate and Plot Estimates from Cox Proportional Hazards Models
Supervised Principal Components
The Short-Term and Long-Term Hazard Ratio Model for Survival Data
Semiparametric Estimating Functions
Time-Dependent ROC Curve and AUC for Censored Survival Data
Fit a GLM (or Cox Model) with a Combination of Lasso and Group Lasso R...
Multi-States Semi-Markov Models
Two Stage Hazard Rate Comparison
simexaft
Side Effect Risks in Hospital : Simulation and Estimation
Fitting Routines for the Vitality Family of Mortality Models
Threshold Regression for Interval-Censored Data with a Cure Rate Optio...
Computes Pseudo-Observations for Modeling
Inference for Model-Free Between-Group Parameters for Censored Surviva...
Sample Size Calculation using Restricted Mean Survival Time
Rank-Hazard Plots
Simulated Survival and Hazard Analysis for Time-Dependent Exposure
Generating Multi-State Survival Data
Lasso and Elastic-Net Regularized Generalized Linear Models
Multiple Imputation for Informative Censoring
Joint Modelling of Repeated Measurements and Time-to-Event Data
Smooth Hazard Ratio Curves Taking a Reference Value
Analysis of Multivariate Event Times
Estimation of Transition Probabilities in Multistate Models
Explainable Machine Learning in Survival Analysis
A Pairwise Likelihood Augmented Cox Estimator for Left-Truncated Data
Parallelised Estimation of Prediction Error
Partial Least Squares Regression for Cox Models and Related Techniques
Nelson-Aalen Estimator of the Cumulative Hazard in Multistate Models
Risk Regression Models and Prediction Scores for Survival Analysis wit...
Joint Modelling of Multivariate Longitudinal Data and Time-to-Event Ou...
Statistical Analysis in Epidemiology
Cyclic Coordinate Descent for Logistic, Poisson and Survival Analysis
Survival Analysis
Data Analysis and Graphics Data and Functions
Quantile Regression
Censored Regression (Tobit) Models
Trajectory Miner: a Sequence Analysis Toolkit
Subdistribution Analysis of Competing Risks
Nonparametric Smoothing of the Hazard Function
Fast Unified Random Forests for Survival, Regression, and Classificati...
MCMC Generalised Linear Mixed Models
Local Regression, Likelihood and Density Estimation
Shared, Joint (Generalized) Frailty Models; Surrogate Endpoints
Generalized Boosted Regression Models
Pam: Prediction Analysis for Microarrays
Family Age-at-Onset Data Simulation and Penetrance Estimation
Dynamic Models for Survival Data
Data Preparation, Estimation and Prediction in Multi-State Models
Help to Fit of a Parametric Distribution to Non-Censored or Censored D...
Improved Predictors
A General Framework for Flexible Multi-State Survival Modelling
Extreme Gradient Boosting
Flexible Parametric Survival and Multi-State Models
A Laboratory for Recursive Partytioning
Fitting Flexible Smooth-in-Time Hazards and Risk Functions via Logisti...
Smooth Survival Models, Including Generalized Survival Models
Mixed Effects Cox Models
Model-Based Boosting
Regression Modeling Strategies
Markov Chain Monte Carlo (MCMC) Package
Evaluation of the Proportional Hazards Assumption and Test for Compari...
Empirical Likelihood Ratio Test for Two-Sample U-Statistics with Censo...
Applied Econometrics with R
Benchmarking and Visualization Toolkit for Penalized Cox Models
Flexible Regression Models for Survival Data
Multi-State Markov and Hidden Markov Models in Continuous Time
Estimators of Prediction Accuracy for Time-to-Event Data