Man pages for natstrat
Obtain Unweighted Natural Strata that Balance Many Covariates
| balance_LP | Linear program that selects which controls to use in order to... |
| check_balance | Check covariate balance of the control and treated groups |
| create_balance_matrices | Create matrix of balance constraints for linear program |
| create_dist_matrix | Create matrix of distances between strata |
| generate_constraints | Generate constraints to encourage covariate balance |
| generate_qs | Calculate desired number of controls per stratum |
| get_stand_diffs | Calculate standardized differences |
| natstrat-package | natstrat: Obtain Unweighted Natural Strata that Balance Many... |
| nh0506 | Homocysteine and smoking example data |
| nh0506_3groups | Homocysteine and smoking example data with multiple control... |
| optimize_controls | Select control units that optimize covariate balance |
| parse_formula | Parse the nonstandard balance formulas |
| plot_stand_diffs | Plot standardized differences in means |
| presolve_EMD | Solve the earthmover's distance problem |
| process_qs | Process the desired sample sizes for 'optimize_controls()' |
| randomized_rounding | Sample integer solution from linear programming solution with... |
| randomized_rounding_expectation | Sample integer solution from linear programming solution with... |
| stand | Standardize covariate vector for balance constraint |
| verify_inputs | Verify the inputs to 'optimize_controls()' |
| verify_inputs_EMD | Verify the inputs to the earthmover's distance problem |
| verify_multi_comp_inputs | Verify the inputs for supplemental comparisons to... |
