chjackson / msm
The msm R package for continuous-time multi-state modelling of panel data
☆57Updated last week
Related projects: ⓘ
- Translating ML into Bayes, one line at a time☆72Updated last year
- 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
- R package mediation☆58Updated last year
- Piece-wise exponential Additive Mixed Modeling tools☆47Updated this week
- Joint Models for Longitudinal and Survival Data using MCMC☆58Updated 3 years ago
- Shap values for model interpretation☆59Updated 4 years ago
- Extended Joint Models for Longitudinal and Survival Data☆78Updated 2 months ago
- 🎯 Targeted Learning in R: A Causal Data Science Handbook☆57Updated this week
- The flexsurv R package for flexible parametric survival and multi-state modelling☆55Updated 3 weeks ago
- Fast multivariate imputation by random forests.☆61Updated last month
- miceRanger: Fast Imputation with Random Forests in R☆64Updated 2 years ago
- R package for fitting joint models to time-to-event data and multivariate longitudinal data☆30Updated last year
- R package lcmm☆54Updated last week
- By-hand code for models and algorithms. An update to the 'Miscellaneous-R-Code' repo.☆67Updated 3 years ago
- A suite of functions for reproducible causal mediation analyses☆47Updated last month
- Causal Inference: What If. R and Stata code for Exercises☆86Updated last month
- Joint Models for Longitudinal & Survival Data under Maximum Likelihood☆34Updated 2 months ago
- Survival analysis in health economic evaluation Contains a suite of functions to systematise the workflow involving survival analysis in…☆41Updated 2 months ago
- ☆35Updated last year
- Causal Inference using Bayesian Additive Regression Trees☆73Updated this week
- R/medoutcon: Efficient Causal Mediation Analysis with Natural and Interventional Direct/Indirect Effects☆13Updated 6 months ago
- Probabilistic Learning for mlr3☆126Updated this week
- An R implementation of TabNet☆109Updated last month
- Regression with functional data☆39Updated 3 months ago
- Introduction to the mosts common estimators and computation in causal inference for epidemiologists: A tutorial☆38Updated 3 years ago
- Visualizing Prediction Model Performance☆73Updated last year
- ☆9Updated 4 years ago
- Non-parametric Causal Effects Based on Modified Treatment Policies☆56Updated this week
- Register exponential family curves☆16Updated 8 months ago