Statistical Inference in High Dimensional Regression

Inference procedures in the high-dimensional setting for (1) linear functionals and quadratic functionals in linear regression ('Cai et al.' (2019) , 'Guo et al.' (2019) ), (2) linear functional in logistic regression ('Guo et al.' ), (3) individual treatment effects in linear and logistic regression.