tedwestling / CFsurvivalLinks
R package for nonparametric estimation of counterfactual survival functions and survival contrasts from right-censored data with an observational baseline treatment.
☆13Updated 2 years ago
Alternatives and similar repositories for CFsurvival
Users that are interested in CFsurvival are comparing it to the libraries listed below
Sorting:
- Super learning of conditional survival functions with right-censored time-to-event outcomes in discrete or continuous time.☆14Updated last year
- Tools for Flexible Survival Analysis Using Machine Learning☆18Updated last week
- Tutorial for a target trial emulation with a time-varying exposure, time-dependent confounding, time-to-event outcome, and Sequentially D…☆63Updated 2 years ago
- Causal machine learning pipeline using tlverse/sl3☆13Updated last year
- R/medoutcon: Efficient Causal Mediation Analysis with Natural and Interventional Direct/Indirect Effects☆14Updated 2 months ago
- Joint Models for Longitudinal and Survival Data using MCMC☆59Updated 4 years ago
- An R-Package to estimate and plot confounder-adjusted survival curves (single event survival data) and confounder-adjusted cumulative inc…☆42Updated 3 months ago
- 🎯 Targeted Learning in R: A Causal Data Science Handbook☆60Updated last year
- R Package for "Matching on generalized propensity scores with continuous exposures". An innovative approach for estimating causal effects…☆31Updated 9 months ago
- ☆33Updated 3 weeks ago
- R package for risk regression and prediction with censored data☆53Updated 3 weeks ago
- Targeted Learning for Survival Analysis☆23Updated 2 years ago
- Piece-wise exponential Additive Mixed Modeling tools☆51Updated last week
- Extended Joint Models for Longitudinal and Survival Data☆94Updated this week
- Collection of search spaces for hyperparameter optimization in the mlr3 ecosystem☆14Updated 3 months ago
- Non-parametric Causal Effects Based on Modified Treatment Policies☆76Updated last month
- R package mediation☆69Updated 6 months ago
- Joint Models for Longitudinal & Survival Data under Maximum Likelihood☆37Updated last year
- R/haldensify: Highly Adaptive Lasso Conditional Density Estimation☆18Updated 3 months ago
- High dimensional propensity score algorithm in R☆31Updated 8 years ago
- Causal mediation analysis in R☆29Updated 5 years ago
- ☆23Updated 4 years ago
- R/medltmle: Estimation and Inference for Natural Mediation Effect in Longitudinal Data☆14Updated 3 years ago
- Environmental Mixtures Workshop. Columbia University, Mailman School of Public Health.☆22Updated 6 years ago
- R implementation of effect measure modification-extended regression-based closed-formula causal mediation analysis☆30Updated last month
- Joint Analysis and Imputation of generalized linear models and linear mixed models with missing values☆28Updated 3 weeks ago
- Duration-Based Quantities of Interest and Simulation Methods for the Cox Proportional Hazards Model☆25Updated 4 years ago
- R package for doubly robust estimates of causal effects in high-dimensions using flexible Bayesian methods☆27Updated last year
- Simulate Joint Longitudinal and Survival Data☆15Updated 7 years ago
- R package for fitting joint models to time-to-event data and multivariate longitudinal data☆32Updated 10 months ago