Direction_fixedtuning |
Constructs the projection direction with a fixed tuning parameter |
Direction_searchtuning |
Searches for the best step size and computes the projection direction with the searched best step size |
GLM_binary |
Inference for single regression coefficient in high dimensional probit regression model |
ITE |
Individualized treatment effect in the high dimensional linear regression |
ITE_Logistic |
Inference for difference of case probabilities in high dimensional logistic regressions |
LF |
Inference for a linear combination of regression coefficients in high dimensional linear regression. |
LF_logistic |
Inference for the case probability or a linear combination of regression coefficients in high dimensional logistic regression. |
QF |
Inference for quadratic forms of the regression vector in high dimensional linear regression |