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high-dimensional-inference

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tlverse / causalglm

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Interpretable and model-robust causal inference for heterogeneous treatment effects using generalized linear working models with targeted machine-learning

data-science machine-learning r statistics projection r-package targeted-learning causal-inference treatment-effects generalized-linear-models nonparametric-statistics interpretable-machine-learning semiparametric-estimation marginal-structural-models robust-statistics high-dimensional-inference heterogeneous-treatment-effects causal-learning relative-risk-regression working-model
  • Updated Apr 7, 2022
  • R

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