Novartis / Causal-inference-in-RCTsLinks
This repository contains code examples for several methods in a Causal Inference in RCTs short course.
☆26Updated 4 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:
- A Quarto-based collection of supplementary material from the clinical prediction models book.☆16Updated 4 months ago
- ☆28Updated last year
- ☆34Updated last month
- R package for fitting joint models to time-to-event data and multivariate longitudinal data☆32Updated 10 months ago
- Code repository for the manuscript 'Validation of the performance of competing risks prediction models: a guide through modern methods' (…☆27Updated 2 months ago
- Non-parametric Causal Effects Based on Modified Treatment Policies☆77Updated 2 months ago
- 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
- Piece-wise exponential Additive Mixed Modeling tools☆51Updated 3 weeks ago
- Super learner fitting and prediction using mlr3☆10Updated 10 months ago
- Clinical Trial Simulations☆32Updated 2 years ago
- Duration-Based Quantities of Interest and Simulation Methods for the Cox Proportional Hazards Model☆25Updated 4 years ago
- Tool-set to support Bayesian evidence synthesis in R☆25Updated 7 months ago
- ☆21Updated 11 months ago
- Joint Models for Longitudinal and Survival Data using MCMC☆59Updated 4 years ago
- R package for missing-data imputation with deep learning☆35Updated 2 years ago
- ☆30Updated 5 years ago
- A Toolkit for Calculating and Working with Propensity Scores☆23Updated 4 months ago
- R implementation of effect measure modification-extended regression-based closed-formula causal mediation analysis☆31Updated last month
- Causal machine learning pipeline using tlverse/sl3☆13Updated last week
- Joint Analysis and Imputation of generalized linear models and linear mixed models with missing values☆28Updated 2 weeks ago
- Book on Dynamical Systems Approaches to Infectious Disease Epidemiology☆10Updated 4 years ago
- Survival analysis workshop using R☆53Updated 6 years ago
- Slides for my R/Medicine 2022 talk, "Making Swimmer Plots for Longitudinal Data using {ggplot}".☆11Updated 3 years ago
- Scroll down this page for installation instructions, or see this poster:☆24Updated 7 months ago
- Longitudinal Mediation with Modified Treatment Policies☆12Updated 3 months ago
- ☆10Updated last year
- Tools for Flexible Survival Analysis Using Machine Learning☆18Updated 3 weeks ago
- Interactive forest plot for adverse events analysis☆17Updated last month
- Joint Models for Longitudinal & Survival Data under Maximum Likelihood☆37Updated last year
- Collection of search spaces for hyperparameter optimization in the mlr3 ecosystem☆14Updated 4 months ago