som-shahlab / survlearners
Metalearners for Survival Data
☆13Updated last year
Related projects: ⓘ
- Non-parametric Causal Effects Based on Modified Treatment Policies☆56Updated this week
- Tutorial for a target trial emulation with a time-varying exposure, time-dependent confounding, time-to-event outcome, and Sequentially D…☆32Updated last year
- Tutorial_Computational_Causal_Inference_Estimators☆28Updated 2 years ago
- ☆34Updated 2 years ago
- Extended Joint Models for Longitudinal and Survival Data☆78Updated 2 months ago
- Code repository for the manuscript: 'Assessing performance in prediction models with survival outcomes: practical guidance for Cox propor…☆26Updated this week
- Joint Models for Longitudinal and Survival Data using MCMC☆58Updated 3 years ago
- A suite of functions for reproducible causal mediation analyses☆48Updated last month
- ☆11Updated 3 months ago
- ☆35Updated last year
- R package with HCUP Clinical Classification Software (CCS) mapping to common diagnosis and procedure codes☆14Updated last year
- R/medoutcon: Efficient Causal Mediation Analysis with Natural and Interventional Direct/Indirect Effects☆13Updated 6 months ago
- Tools for Flexible Survival Analysis Using Machine Learning☆14Updated 2 weeks ago
- Survival analysis in health economic evaluation Contains a suite of functions to systematise the workflow involving survival analysis in…☆41Updated this week
- WeightIt: an R package for propensity score weighting☆102Updated last week
- Covariate Balance Tables and Plots - An R package for assessing covariate balance☆72Updated 5 months ago
- An R-Package to estimate and plot confounder-adjusted survival curves (single event survival data) and confounder-adjusted cumulative inc…☆35Updated last month
- Introduction to the mosts common estimators and computation in causal inference for epidemiologists: A tutorial☆38Updated 3 years ago
- Code repository for the manuscript 'Validation of the performance of competing risks prediction models: a guide through modern methods' (…☆24Updated this week
- Register exponential family curves☆16Updated 8 months ago
- This repository contains code examples for several methods in a Causal Inference in RCTs short course.☆20Updated 3 months ago
- ☆90Updated 8 months ago
- ☆16Updated 2 years ago
- Joint Models for Longitudinal & Survival Data under Maximum Likelihood☆34Updated 2 months ago
- Survival analysis workshop using R☆45Updated 5 years ago
- Causal Inference using Bayesian Additive Regression Trees☆73Updated this week
- Repository for Introduction to Bayesian Estimation of Causal Effects☆58Updated 3 years ago
- Testing version of fdapace☆31Updated 2 months ago
- Health economic simulation modeling and decision analysis☆62Updated last week
- Building a Survival Model in Stan.☆56Updated 11 months ago