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high-dimensional-inference

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ikosmidis / brglm2

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Estimation and inference from generalized linear models using explicit and implicit methods for bias reduction

r statistics algorithms regression estimation rstats logistic-regression glm odds-ratio negative-binomial-regression ordinal-regression multinomial-regression regression-algorithms bias-reduction relative-risk high-dimensional-inference nominal-responses ordinal-responses adjusted-score-equations bias-reducing-adjustments
  • Updated Sep 15, 2025
  • R

tlverse / causalglm

Star 26

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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