Man pages for koohyun-kwon/HTEBand
Uniform confidence band for heterogenous treatment effects
| avar | Asymptotic variance |
| bias_Hol | Hölder class worst-case bias |
| bias_Lip | Lipschitz class worst-case bias |
| bw_Hol_reg | Optimal bandwidth calculation for regression function... |
| bw_Lip_supp | Optimal bandwidths under Lipschitz class with supplied... |
| bw_opt | Optimal bandwidths under Lipschitz class |
| CATEBand | Confidence band for conditional average treatment effects |
| cb_const | Optimal confidence band |
| ci_reg_Hol | Confidence interval for regression function value for Hölder... |
| ci_reg_Lip | Confidence interval for regression function value for... |
| eps_hat | Residual calculation |
| K_fun | Kernel function |
| lp_w | Local polynomial regression weigths |
| mat_sq | Columnwise matrix self-multiplication |
| NpregBand | Confidence band for nonparametric regression |
| opt_cn | Optimal value of c_n |
| opt_w | Optimal weights |
| resid_calc | Residual calculation function |
| stud_err | Studentized error variable |
| stud_err_sim | Simulation draws of studentized error |
| sup_quant_orc | True quantile value approximation |
| sup_quant_sim | Quantile of supremum of a studentized process |
| var_Hol | Hölder class variance |
| var_Lip | Lipschitz class variance |
| var_Lip_resid | Lipschitz class variance using residuals (obsolete now) |
| v_to_3d | Vector to 3-dim array |
| v_to_m | Vector to matrix |
| w_get_Hol | Optimal weights for Hölder space |
| w_get_Lip | Optimal weights for Lipschitz space |
