Novartis / Causal-inference-in-RCTsLinks
This repository contains code examples for several methods in a Causal Inference in RCTs short course.
☆26Updated 3 months ago
Alternatives and similar repositories for Causal-inference-in-RCTs
Users that are interested in Causal-inference-in-RCTs are comparing it to the libraries listed below
Sorting:
- Code repository for the manuscript 'Validation of the performance of competing risks prediction models: a guide through modern methods' (…☆27Updated 10 months ago
- Tools for Flexible Survival Analysis Using Machine Learning☆18Updated 3 weeks ago
- Joint Models for Longitudinal and Survival Data using MCMC☆59Updated 4 years ago
- Non-parametric Causal Effects Based on Modified Treatment Policies☆69Updated last month
- Tutorial for a target trial emulation with a time-varying exposure, time-dependent confounding, time-to-event outcome, and Sequentially D…☆50Updated 2 years ago
- A Quarto-based collection of supplementary material from the clinical prediction models book.☆16Updated last month
- Causal machine learning pipeline using tlverse/sl3☆12Updated last year
- ☆26Updated last week
- Repository that contains all the data, code and manuscript files for a paper that explores the use of GAMs in biomedical research.☆21Updated last year
- Survival analysis workshop using R☆53Updated 5 years ago
- ☆25Updated last year
- Tool-set to support Bayesian evidence synthesis in R☆23Updated 2 months ago
- Piece-wise exponential Additive Mixed Modeling tools☆49Updated last week
- Super learning of conditional survival functions with right-censored time-to-event outcomes in discrete or continuous time.☆13Updated 7 months ago
- R package for fitting joint models to time-to-event data and multivariate longitudinal data☆31Updated 5 months ago
- Data Package for Medical Datasets☆51Updated last year
- Joint Models for Longitudinal & Survival Data under Maximum Likelihood☆37Updated last year
- Super learner fitting and prediction using mlr3☆10Updated 4 months ago
- R implementation of effect measure modification-extended regression-based closed-formula causal mediation analysis☆30Updated last year
- Longitudinal Mediation with Modified Treatment Policies☆12Updated last month
- ☆28Updated 4 years ago
- Clinical Trial Simulations☆29Updated last year
- High dimensional propensity score algorithm in R☆30Updated 7 years ago
- Collection of search spaces for hyperparameter optimization in the mlr3 ecosystem☆13Updated 2 months ago
- An R-Package to Visualize the (Causal) Effect of a Continuous Variable on a Time-To-Event Outcome☆13Updated 3 months ago
- Introduction to the mosts common estimators and computation in causal inference for epidemiologists: A tutorial