causal-effects causal-inference censored-data machine-learning robust-statistics statistics stochastic-interventions stochastic-treatment-regimes targeted-learning treatment-effects variable-importance

interactions machine-learning mixed-exposure statistics targeted-learning variable-importance

causal-effects causal-inference decision-trees exposure-mixtures machine-learning robust-statistics statistics targeted-learning variable-importance

Psychology (40%)

machine-learning nonparametric-statistics statistical-inference variable-importance

interaction-effect machine-learning partial-dependence-plot supervised-learning-algorithms variable-importance variable-importance-plots

cran machine-learning r-language r-package resampling stability-selection variable-importance variable-selection

machine-learning nonparametric-statistics statistical-inference variable-importance

machine-learning nonparametric-statistics statistical-inference variable-importance

biostatistics brier-scores censored-data cox-model cox-regression explainable-ai explainable-machine-learning explainable-ml explanatory-model-analysis interpretable-machine-learning interpretable-ml machine-learning probabilistic-machine-learning r r-package shap survival-analysis time-to-event variable-importance xai