Novartis / Causal-inference-in-RCTs
This repository contains code examples for several methods in a Causal Inference in RCTs short course.
☆25Updated 3 weeks 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
- Tool-set to support Bayesian evidence synthesis in R☆23Updated 3 months ago
- ☆25Updated 3 weeks ago
- Joint Models for Longitudinal & Survival Data under Maximum Likelihood☆35Updated 9 months ago
- An R-Package to estimate and plot confounder-adjusted survival curves (single event survival data) and confounder-adjusted cumulative inc…☆37Updated 2 months ago
- Tools for Flexible Survival Analysis Using Machine Learning☆18Updated 2 weeks ago
- Clinical Trial Simulations☆29Updated last year
- Non-parametric Causal Effects Based on Modified Treatment Policies☆64Updated this week
- Collection of search spaces for hyperparameter optimization in the mlr3 ecosystem☆13Updated 5 months ago
- A bookdown-based collection of supplementary material from the clinical prediction models book.☆15Updated 2 years ago
- Joint Analysis and Imputation of generalized linear models and linear mixed models with missing values☆28Updated last year
- Code repository for the manuscript 'Validation of the performance of competing risks prediction models: a guide through modern methods' (…☆26Updated 7 months ago
- An R-Package to Visualize the (Causal) Effect of a Continuous Variable on a Time-To-Event Outcome☆12Updated 3 weeks ago
- R package that simulates data suitable for fitting Marginal Structural Model.☆12Updated 2 years ago
- Survival analysis in health economic evaluation Contains a suite of functions to systematise the workflow involving survival analysis in…☆43Updated last week
- R implementation of effect measure modification-extended regression-based closed-formula causal mediation analysis☆30Updated last year
- Interactive forest plot for adverse events analysis☆15Updated last week
- The repository contains case studies contributed from companies and individuals, who are implementing a risk-based approach to validate R…☆24Updated 2 years ago
- High dimensional propensity score algorithm in R☆30Updated 7 years ago
- Simulate Survival Data☆23Updated 4 years ago
- Data Package for Medical Datasets☆49Updated last year
- R package for fitting joint models to time-to-event data and multivariate longitudinal data☆30Updated 2 months ago
- An R package for standard adverse events analysis☆19Updated 3 weeks ago
- Good Software Engineering Practice for R Packages☆15Updated last year
- simulate adverse event reporting in clinical trials with the goal of detecting under-reporting sites.☆22Updated last week
- Parametric cure models for flexsurvreg☆16Updated 2 months ago
- Super learning of conditional survival functions with right-censored time-to-event outcomes in discrete or continuous time.☆12Updated 4 months ago
- Causal mediation analysis in R☆26Updated 4 years ago
- ☆21Updated 3 months ago
- Joint Models for Longitudinal and Survival Data using MCMC☆59Updated 4 years ago
- Tutorial for a target trial emulation with a time-varying exposure, time-dependent confounding, time-to-event outcome, and Sequentially D…☆47Updated last year