Man pages for MCKnaus/dmlmt
Double Machine Learning for Multiple Treatments
| add_intercept | Adds an intercept to a matrix |
| CV_core | This function contains the core parts of the CV for Lasso and... |
| dmlmt | Double machine learning for binary and multiple treatments' |
| find_Xse_ind | Function finds the position for pre-specified SE rules |
| fitted_values | This function extracts a subset of active variables (nm_act)... |
| gps_cs | This function checks common support for a user provided... |
| gps_prep | This function prepares the (generalized) propensity scores... |
| norm_w_to_n | Function to normalize weights to N or to N in treated and... |
| OLS_pred_w | This function calculates the OLS weights for the fitted... |
| PO_dmlmt | This function calculates the potential outcomes for all... |
| PO_dmlmt_w | This function calculates the weights impled by Double Machine... |
| PO_dmlmt_w_gen | This function calculates the weights impled by Double Machine... |
| post_lasso_cv | This function uses the 'glmnet' package to estimate the... |
| TE_dmlmt | This function calculates the average treatment effects for... |
| y_prep | This function prepares the fitted values of the outcome after... |
