The pygformula implements the parametric g-formula in Python. The parametric g-formula (Robins, 1986) uses longitudinal data with time-varying treatments and confounders to estimate the risk or mean of an outcome under hypothetical treatment strategies specified by the user.
☆33May 22, 2026Updated 3 months ago
Alternatives and similar repositories for pygformula
Users that are interested in pygformula are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Tutorial_Computational_Causal_Inference_Estimators☆39Oct 29, 2021Updated 4 years ago
- Causal Inference for Time Series Data (with CausalML Demo)☆14Jun 11, 2023Updated 3 years ago
- Tools for Flexible Survival Analysis Using Machine Learning☆18Dec 8, 2025Updated 8 months ago
- Software used for papers published by CAUSALab members☆12Oct 23, 2025Updated 10 months ago
- 🎯 Targeted Learning of the Causal Effects of Stochastic Interventions☆17Sep 21, 2024Updated last year
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- Code for ICML 2021 paper "Regularizing towards Causal Invariance: Linear Models with Proxies" (ICML 2021)☆11Mar 14, 2022Updated 4 years ago
- ☆98Jan 4, 2024Updated 2 years ago
- ☆13Jan 11, 2019Updated 7 years ago
- ☆45Oct 12, 2021Updated 4 years ago
- Propensity score Matching and Subclassification with 3 or more Treatments☆22Dec 1, 2019Updated 6 years ago
- notebooks on methods for causal inference☆39Aug 5, 2024Updated 2 years ago
- Double Machine Learning for Multiple Treatments☆41Dec 4, 2020Updated 5 years ago
- Longitudinal Mediation with Modified Treatment Policies☆12Sep 26, 2025Updated 11 months ago
- Interpretable and model-robust causal inference for heterogeneous treatment effects using generalized linear working models with targeted…☆27Apr 7, 2022Updated 4 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- ☆10Nov 30, 2022Updated 3 years ago
- Slides for my R/Medicine 2022 talk, "Making Swimmer Plots for Longitudinal Data using {ggplot}".☆12Sep 6, 2022Updated 3 years ago
- ☆40Dec 11, 2018Updated 7 years ago
- 🎯 💯 Targeted Learning and Variable Importance for the Causal Effect of an Optimal Individualized Treatment Intervention☆13Aug 6, 2022Updated 4 years ago
- The gfoRmula package implements the parametric g-formula in R. The parametric g-formula (Robins, 1986) uses longitudinal data with time-v…☆186Nov 3, 2025Updated 9 months ago
- News/Blog aggregator website for R☆22Updated this week
- Non-parametrics for Causal Inference☆52Mar 17, 2022Updated 4 years ago
- A generalized joint model for high-dimensional multivariate longitudinal data and censored durations☆13Sep 24, 2024Updated last year
- 🏥 Simple DICOM visualizer written in Python☆14Sep 5, 2022Updated 3 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- R package to calculate the final size of an SIR epidemic in populations with heterogeneity in social contacts and disease susceptibility☆15Mar 26, 2026Updated 5 months ago
- PDF Text Summarization and Q&A Chatbot This project is a Streamlit-based web application that allows users to upload PDF documents, extra…☆11Jul 26, 2024Updated 2 years ago
- Course materials for Stat 20: Introduction to Probability and Statistics at UC Berkeley☆35Nov 21, 2024Updated last year
- Deep Treatment Learning (R)☆17Nov 9, 2022Updated 3 years ago
- Continuous-Time Modeling of Counterfactual Outcomes Using Neural Controlled Differential Equations (ICML 2022)☆27Jun 9, 2022Updated 4 years ago
- Specification test for the propensity score☆15Jul 20, 2022Updated 4 years ago
- A collection of visual guides to help applied scientists learn causal inference.☆307Sep 12, 2022Updated 3 years ago
- Deep Counterfactual Prediction with Categorical Backward Variables☆12Feb 8, 2023Updated 3 years ago
- ☆25Oct 12, 2021Updated 4 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- A toolbox for simulating and estimating long-term causal effects in the presence of unobserved confounding.☆14Feb 20, 2023Updated 3 years ago
- Data for and description of the ACIC 2023 data competition☆34Jun 9, 2023Updated 3 years ago
- idiosyncratic lecture notes on statistics☆18Apr 26, 2026Updated 4 months ago
- Nonparametric estimators of the average treatment effect with doubly-robust confidence intervals and hypothesis tests☆21Jan 4, 2023Updated 3 years ago
- NYU GSAS PhD thesis template☆11May 14, 2020Updated 6 years ago
- Basic setup and easy to follow templates to interact and search CogStack for data analysts☆12Sep 18, 2025Updated 11 months ago
- Doubly-Robust and Efficient Estimators for Survival and Ordinal Outcomes in RCTs Without Proportional Hazards or Odds Assumptions☆11Jun 26, 2025Updated last year