π― Targeted Learning of the Causal Effects of Stochastic Interventions
β17Sep 21, 2024Updated last year
Alternatives and similar repositories for tmle3shift
Users that are interested in tmle3shift are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- π― π― Targeted Learning and Variable Importance for the Causal Effect of an Optimal Individualized Treatment Interventionβ13Aug 6, 2022Updated 3 years ago
- Comprehensive Cross-Validation Engineβ27May 12, 2026Updated last week
- Causal machine learning pipeline using tlverse/sl3β13Apr 17, 2026Updated last month
- Website and blog for the research group of Mark J. van der Laanβ11Jul 1, 2021Updated 4 years ago
- Targeted Maximum Likelihood Estimation for a binary treatment: A tutorial. Statistics in Medicine. 2017β21Jun 12, 2020Updated 5 years ago
- GPUs on demand by Runpod - Special Offer Available β’ AdRun AI, ML, and HPC workloads on powerful cloud GPUsβwithout limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- R/medltmle: Estimation and Inference for Natural Mediation Effect in Longitudinal Dataβ14Aug 6, 2022Updated 3 years ago
- An Interface to Specify Causal Graphs and Compute Balke Boundsβ22Apr 27, 2026Updated 3 weeks ago
- Visualization Collider Effect: ShinyAppβ12Dec 18, 2025Updated 5 months ago
- Streamlined Estimation for Static, Dynamic and Stochastic Treatment Regimes in Longitudinal Dataβ41Feb 17, 2026Updated 3 months ago
- Interpretable and model-robust causal inference for heterogeneous treatment effects using generalized linear working models with targetedβ¦β27Apr 7, 2022Updated 4 years ago
- Targeted Maximum Likelihood Estimation for Network Dataβ20Aug 29, 2017Updated 8 years ago
- β23Jun 12, 2024Updated last year
- Simulating Longitudinal and Network Data with Causal Inference Applicationsβ69Jul 18, 2024Updated last year
- Nonparametric estimators of the average treatment effect with doubly-robust confidence intervals and hypothesis testsβ20Jan 4, 2023Updated 3 years ago
- Managed Database hosting by DigitalOcean β’ AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Causal Discovery in Rβ22May 13, 2026Updated last week
- Longitudinal Targeted Maximum Likelihood Estimation packageβ29Apr 17, 2023Updated 3 years ago
- SuperLearner guide: fitting models, ensembling, prediction, hyperparameters, parallelization, timing, feature selection, etc.β37Apr 17, 2019Updated 7 years ago
- The pygformula implements the parametric g-formula in Python. The parametric g-formula (Robins, 1986) uses longitudinal data with time-vaβ¦β33Feb 25, 2026Updated 2 months ago
- π― Targeted Learning in R: A Causal Data Science Handbookβ61Oct 24, 2024Updated last year
- An R package for working with Ethereumβ19Jan 27, 2020Updated 6 years ago
- β35Jun 18, 2022Updated 3 years ago
- An R package for nonparametric covariance matrix estimation in high dimensionsβ14Feb 17, 2024Updated 2 years ago
- π€ πΏ The Highly Adaptive Lassoβ49Nov 19, 2024Updated last year
- 1-Click AI Models by DigitalOcean Gradient β’ AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- R package that simulates data suitable for fitting Marginal Structural Model.β13Sep 26, 2022Updated 3 years ago
- Flexible mediation analysis using natural effect models in Rβ25Jun 22, 2023Updated 2 years ago
- idiosyncratic lecture notes on statisticsβ17Apr 26, 2026Updated 3 weeks ago
- The xyz algorithm for fast interaction search in high-dimensional data.β16Jul 28, 2017Updated 8 years ago
- Targeted Learning entry in the Atlantic Causal Inference Conference's 2017 competitionβ12Jul 16, 2017Updated 8 years ago
- Tools for Flexible Survival Analysis Using Machine Learningβ18Dec 8, 2025Updated 5 months ago
- Amazon Marketing Cloud Insights on AWS helps advertisers and agencies running campaigns on Amazon Ads to easily deploy AWS services to stβ¦β16Nov 3, 2025Updated 6 months ago
- Additional functions for the SuperLearner R package. A collection of mostly wrapper functions that might be useful for the SuperLearner bβ¦β20Feb 12, 2024Updated 2 years ago
- UC Berkeley thesis/dissertation LaTeX Template (ucbthesis) for R Markdownβ22Dec 11, 2023Updated 2 years ago
- Deploy on Railway without the complexity - Free Credits Offer β’ AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Latent Class Trajectory Models: An R Packageβ42Dec 1, 2022Updated 3 years ago
- Fork of the canopy clustering algorithm of Nielsen et al.β11Sep 9, 2016Updated 9 years ago
- Machine learning for molecules workshop 2022β13Nov 30, 2022Updated 3 years ago
- β12Mar 21, 2024Updated 2 years ago
- Nonlinear time series analysis in Rβ38Mar 25, 2026Updated last month
- Implementation of the Tower Method, a novel approach to handling missing values.β13Mar 12, 2024Updated 2 years ago
- β13Jan 11, 2019Updated 7 years ago