Package index • semiIVreg

main semi-IV Regression

semiivreg() semiivreg_boot() semiiv_predict(): Semi-IV Regression Function

Plotting functions

supp_plot_fun(): Propensity score support plot

mtr_plot_fun() mte_plot_fun(): Marginal Treatment Effect (MTE) and Responses (MTR) plots

Simulating Roy models

simul_data(): Simulate data from the Generalized Roy Model with semi-IVs

Datasets

roydata: Generalized Roy Data with Heterogenous Treatment Effects

roydata2: Generalized Roy Data with Homogenous Treatment Effects

Internal functions

semiivreg() semiivreg_boot() semiiv_predict(): Semi-IV Regression Function

mtr_est_poly() mtr_fun_poly() lbw_select() wlocpol() mtr_coeff() mtr_est() mtr_predict_sieve(): MTE and MTR sub-estimation functions

Kappa_fun() kdu_transform_fun() Kappa_homogenous_fun() ku_transform_homogenous_fun(): Control functions transformations for selection probabilities

construct_data() transform_factor(): Data construction functions