som-shahlab / survlearnersLinks
Metalearners for Survival Data
☆15Updated 2 years ago
Alternatives and similar repositories for survlearners
Users that are interested in survlearners are comparing it to the libraries listed below
Sorting:
- 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
- Non-parametric Causal Effects Based on Modified Treatment Policies☆75Updated last month
- Super learning of conditional survival functions with right-censored time-to-event outcomes in discrete or continuous time.☆14Updated 11 months ago
- ☆48Updated 2 years ago
- Targeted Learning for Survival Analysis☆23Updated 2 years ago
- Tutorial_Computational_Causal_Inference_Estimators☆38Updated 4 years ago
- Publicly available code from my publications 📝☆17Updated last month
- Tools for Flexible Survival Analysis Using Machine Learning☆18Updated 4 months ago
- ☆95Updated last year
- The gfoRmula package implements the parametric g-formula in R. The parametric g-formula (Robins, 1986) uses longitudinal data with time-v…☆181Updated last month
- Standardised Survival Probabilities, in R☆11Updated last year
- Joint Models for Longitudinal and Survival Data using MCMC☆59Updated 4 years ago
- The msm R package for continuous-time multi-state modelling of panel data☆65Updated 5 months ago
- A suite of functions for reproducible causal mediation analyses☆66Updated 9 months ago
- R/medoutcon: Efficient Causal Mediation Analysis with Natural and Interventional Direct/Indirect Effects☆14Updated 2 months ago
- ☆44Updated 4 years ago
- R package that simulates data suitable for fitting Marginal Structural Model.☆13Updated 3 years ago
- ☆22Updated last year
- R package for doubly robust estimates of causal effects in high-dimensions using flexible Bayesian methods☆27Updated last year
- WeightIt: an R package for propensity score weighting☆118Updated 3 weeks ago
- Repository for Introduction to Bayesian Estimation of Causal Effects☆68Updated 5 years ago
- hazard and excess hazard modelling with multidimensional penalized splines☆12Updated last year
- 🎯 Targeted Learning in R: A Causal Data Science Handbook☆60Updated last year
- Code repository for the manuscript: 'Assessing performance in prediction models with survival outcomes: practical guidance for Cox propor…☆33Updated last month
- Survival analysis workshop using R☆53Updated 6 years ago
- Introduction to the mosts common estimators and computation in causal inference for epidemiologists: A tutorial☆39Updated 4 years ago
- Extended Joint Models for Longitudinal and Survival Data☆94Updated 2 weeks ago
- R package for nonparametric estimation of counterfactual survival functions and survival contrasts from right-censored data with an obser…☆13Updated 2 years ago
- Stochastic Mortality Modelling☆24Updated 4 years ago
- ☆44Updated 4 years ago