causal-tut
importedsoftware/causal-tut
Clinical causal inference tutorial with R: DAGs, propensity scores, IPW, double robustness, TMLE, and E-values for observational studies and target trials
Machine-generated from the listed sources and not yet reviewed by a human.
- Category
- Software & Systems
- Subcategory
- unknown
- License
- MIT(osi)
- Status
- active
- Maturity
- deployed
- Organization
- unknown
- Country
- unknown
- Homepage
- htlin222.github.io/causal-tut/
- Repository
- github.com/htlin222/causal-tut
- Documentation
- unknown
- Tags
- biostatistics · causal-inference · clinical-research · double-robustness · e-value · epidemiology · ipw · observational-studies
- Regulatory
- unknown
Top contributors by commit count, from the project’s public repository. Avatars are served by their origin, not stored here. To be removed from this list, open an issue.
Computed from shared tags, weighted so a rare tag counts for more than a common one. These are suggestions, not curated relationships.
- kernel-test-biascausal-inference · epidemiology · observational-studies
Implementation for the paper "Detecting critical treatment effect bias in small subgroups"
- TMLE-explainbiostatistics · causal-inference · epidemiology
Animated educational video generator for Targeted Maximum Likelihood Estimation (TMLE) causal inference using Manim animations and Chinese TTS narration
- survival-pipebiostatistics · clinical-research · epidemiology
R pipeline for survival analysis with automatic detection of competing risks, recurrent events, time-varying exposures, and clustering—routes to appropriate statistical methods and generates…
- SEQTaRgetbiostatistics · causal-inference · epidemiology
Estimation of the observational analogs of the intention-to-treat and per-protocol effects of hypothetical treatment strategies
- learn-r-with-aibiostatistics · clinical-research
Learn R statistics for clinical research with AI assistance—interactive Quarto tutorial from zero programming knowledge to publication-ready biostatistics analysis.
- MedBio-DataFlowbiostatistics · clinical-research
An open-source, lightweight Python toolkit for automated clinical data biostatistics and multi-omics sample preparation.
- api.github.com/repos/htlin222/causal-tutretrieved 2026-08-05 · via github-api
Machine-imported from GitHub search. Last push 2026-03-28, 5 stars, license reported as MIT. Category and schematic were assigned by keyword heuristics and are unreviewed.
Not yet verified by a human. Correct this record →
/v1/entries/16.json→ .entries["causal-tut"]
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