Robust Instrumental Variable Methods in Linear Models
Description
Inference for the treatment effect with possibly invalid instrumental variables via TSHT('Guo et al.' (2016) ) and SearchingSampling('Guo' (2021) ), which are effective for both low- and high-dimensional covariates and instrumental variables; test of endogeneity in high dimensions ('Guo et al.' (2016) ).