semiparametric-estimation 13 causal-inference 5 statistics 4 robust-statistics 4 semiparametric 4 robust 3 r 3 estimation 3 targeted-learning 3 unimodal 3 robust-estimation 3 robust-optimization 3 robustness 3 machine-learning 2 double-robust 2 robust-pca 2 robust-regresssion 2 semiparametric-models 2 moment 2 nonparametric-statistics 2 heterogeneous-treatment-effects 1 generalized-linear-models 1 data-science 1 causal-learning 1 symmetric 1 skewed 1 high-dimensional-inference 1 interpretable-machine-learning 1 parametric-modelling 1 exposomics 1 computational-biology 1 clustering 1 bioinformatics 1 rank-based 1 gaussian 1 efficient-inference 1 copulas 1 matlab 1 theory 1 internship-report 1 functional-data 1 ensai 1 deconvolution 1 additive-models 1 working-model 1 treatment-effects 1 relative-risk-regression 1 r-package 1 projection 1 marginal-structural-models 1 bootstrapping 1 count-data 1 parametric-estimation 1 penalization 1 simulation 1 time-series 1 validation 1 block-maxima 1 extremal-index 1 extreme 1 extreme-value-statistics 1 extremes 1 inference 1 maxima 1 semiparametric-maxima-estimators 1 theta 1 threshold 1 value 1 cpp11 1 python 1 hodges-lehmann-estimator 1 huber-loss-regression 1 l-estimator 1 median 1 median-of-means 1 trimmed-mean 1 winsorized-mean 1 moments 1 nonparametric 1 asymptotic 1 asymptotic-analysis 1 parametric 1