ErikinBC / SurvSet
☆52Updated 2 years ago
Related projects ⓘ
Alternatives and complementary repositories for SurvSet
- Explainable Machine Learning in Survival Analysis☆102Updated 5 months ago
- SurvSHAP(t): Time-dependent explanations of machine learning survival models☆81Updated 10 months ago
- Joint Models for Longitudinal and Survival Data using MCMC☆59Updated 3 years ago
- Create sparse and accurate risk scoring systems!☆32Updated 3 months ago
- SurvITE: Learning Heterogeneous Treatment Effects from Time-to-Event Data☆19Updated 3 years ago
- Extended Joint Models for Longitudinal and Survival Data☆81Updated 4 months ago
- A small wrapper package that enables full survival curve estimation using xgboost☆18Updated 5 months ago
- Repository for the overview paper "Deep Learning for Survival Analysis: A Survey"☆22Updated 2 weeks ago
- Code to pair with the paper "Effective Ways to Build and Evaluate Individual Survival Distributions".☆24Updated 3 years ago
- Non-parametric Causal Effects Based on Modified Treatment Policies☆61Updated this week
- An S4 class for functional data in R☆14Updated 9 months ago
- Code to run submissions for the Atlantic Causal Inference Competition☆42Updated 3 months ago
- Tutorial for a target trial emulation with a time-varying exposure, time-dependent confounding, time-to-event outcome, and Sequentially D…☆33Updated last year
- The msm R package for continuous-time multi-state modelling of panel data☆58Updated 2 weeks ago
- ☆28Updated 2 years ago
- Code repository for the manuscript 'Validation of the performance of competing risks prediction models: a guide through modern methods' (…☆25Updated 2 months ago
- Code for the paper "Deep Cox Mixtures for Survival Regression", Machine Learning for Healthcare Conference 2021☆29Updated last year
- Joint Analysis and Imputation of generalized linear models and linear mixed models with missing values☆28Updated 7 months ago
- Joint Models for Longitudinal & Survival Data under Maximum Likelihood☆34Updated 4 months ago
- Implementations of survival models in R☆57Updated 4 months ago
- Nested cross-validation for accurate confidence intervals for prediction error.☆41Updated 2 years ago
- Causal Inference using Bayesian Additive Regression Trees☆79Updated 2 months ago
- 🔮 Benchmarking and visualization toolkit for penalized Cox models☆41Updated 2 months ago
- Regularization paths for regression models with grouped covariates☆34Updated 2 months ago
- A suite of functions for reproducible causal mediation analyses☆49Updated last month
- Compute SHAP values for your tree-based models using the TreeSHAP algorithm☆80Updated 3 months ago
- Metalearners for Survival Data☆13Updated last year
- This repository contains code examples for several methods in a Causal Inference in RCTs short course.☆22Updated 5 months ago
- Making it easier to build stable, trustworthy data-science pipelines based on the PCS framework.☆69Updated 9 months ago
- ☆31Updated 2 years ago