Instrumental Variables Estimation with Some Invalid Instruments and its Application to Mendelian Randomization

Hyunseung Kang, Anru Zhang, Tony Cai, and Dylan Small

  • Software: The R package sisVIVE selects invalid instruments among a candidate set of potentially bad instruments. The algorithm selects potentially invalid instruments and provides an estimate of the causal effect between treatment and outcome. Please see our paper Kang, Zhang, Cai, and Small (2015) for details.


    Back to Tony Cai's Homepage