nt-williams / lcmmtpLinks
Longitudinal Mediation with Modified Treatment Policies
☆12Updated last week
Alternatives and similar repositories for lcmmtp
Users that are interested in lcmmtp are comparing it to the libraries listed below
Sorting:
- Super learner fitting and prediction using mlr3☆10Updated 3 months ago
- Doubly-Robust and Efficient Estimators for Survival and Ordinal Outcomes in RCTs Without Proportional Hazards or Odds Assumptions☆11Updated 3 years ago
- Causal machine learning pipeline using tlverse/sl3☆12Updated last year
- Corresponding code guide to the tutorial paper "Introducing longitudinal modified treatment policies: a unified framework for studying c…☆23Updated 2 years ago
- R/medoutcon: Efficient Causal Mediation Analysis with Natural and Interventional Direct/Indirect Effects☆13Updated last year
- Super learning of conditional survival functions with right-censored time-to-event outcomes in discrete or continuous time.☆13Updated 5 months ago
- R/haldensify: Highly Adaptive Lasso Conditional Density Estimation☆18Updated 3 months ago
- An R-Package to Visualize the (Causal) Effect of a Continuous Variable on a Time-To-Event Outcome☆12Updated 2 months ago
- Tools for Flexible Survival Analysis Using Machine Learning☆18Updated this week
- hazard and excess hazard modelling with multidimensional penalized splines☆12Updated 6 months ago
- R/medltmle: Estimation and Inference for Natural Mediation Effect in Longitudinal Data☆13Updated 2 years ago
- Trials and tribulations of redoing KHstats website in Quarto.☆9Updated 9 months ago
- ☆25Updated last year
- Interpretable and model-robust causal inference for heterogeneous treatment effects using generalized linear working models with targeted…☆24Updated 3 years ago
- 🎯 💯 Targeted Learning and Variable Importance for the Causal Effect of an Optimal Individualized Treatment Intervention☆13Updated 2 years ago
- Good Software Engineering Practice for R Packages @ Rockville, MD☆11Updated last year
- A Toolkit for Calculating and Working with Propensity Scores☆21Updated 3 weeks ago
- Tool-set to support Bayesian evidence synthesis in R☆23Updated 3 weeks ago
- Bayesian multi-state models for the analysis of oncology trials☆8Updated last year
- Sample size for external validation of a logistic regression based prediction model☆12Updated 3 years ago
- Tools for estimating causal effects for multivariate continuous exposures☆13Updated 3 years ago
- R Package: Augmented Inverse Probability Weighted (AIPW) Estimation for Average Causal Effect☆26Updated last month
- Survival modelling via ODEs☆10Updated 2 months ago
- Slides for the RSS International Conference 2023 workshop on data visualisation.☆10Updated 9 months ago
- Nonparametric estimators of the average treatment effect with doubly-robust confidence intervals and hypothesis tests☆20Updated 2 years ago
- ☆26Updated 2 months ago
- Joint modeling multivariate longitudinal and time-to-event outcomes with INLA☆20Updated 3 weeks ago
- An R package containing helper functions for Stan☆17Updated 3 years ago
- Sparse matrix format with data on disk☆10Updated 8 months ago
- ☆18Updated 2 years ago