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Search results for inverse probability weights

inverse-probability-weights x

8 search results found

Epidemiology analysis package

Weightit ⭐ 89

WeightIt: an R package for propensity score weighting

Haldensify ⭐ 11

📦 R/haldensify: Highly Adaptive Lasso Conditional Density Estimation

Medoutcon ⭐ 10

📦 R/medoutcon: Efficient Causal Mediation Analysis with Natural and Interventional Direct/Indirect Effects

📦 🎲 R/medshift: Causal Mediation Analysis for Stochastic Interventions

Tmleworkshop ⭐ 6

Targeted maximum likelihood estimation (TMLE) enables the integration of machine learning approaches in comparative effectiveness studies. It is a doubly robust method, making use of both the outcome model and propensity score model to generate an unbiased estimate as long as at least one of the models is correctly specified.

Closing Backdoors Dags ⭐ 5

Use regression, inverse probability weighting, and matching to close confounding backdoors and find causation in observational data

Optweight ⭐ 5

R package for estimating balancing weights using optimization

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Inverse Probability Weights G Computation (3)

1-8 of 8 search results

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