Rejoinder to discussions on "Instrumental variable estimation of the causal hazard ratio".
Sign Up to like & getrecommendations! Published in 2022 at "Biometrics"
DOI: 10.1111/biom.13793
Abstract: In this paper, we respond to comments on our paper, "Instrumental variable estimation of the causal hazard ratio." read more here.
Keywords: variable estimation; hazard ratio; causal hazard; instrumental variable ... See more keywords
Instrumental variable estimation of truncated local average treatment effects
Sign Up to like & getrecommendations! Published in 2021 at "PLoS ONE"
DOI: 10.1371/journal.pone.0249642
Abstract: Instrumental variable (IV) analysis is used to address unmeasured confounding when comparing two nonrandomized treatment groups. The local average treatment effect (LATE) is a causal estimand that can be identified by an IV. The LATE… read more here.
Keywords: local average; variable estimation; average treatment; instrumental variable ... See more keywords
Nonparametric Instrumental Variable Estimation
Sign Up to like & getrecommendations! Published in 2017 at "Stata Journal"
DOI: 10.1920/wp.cem.2017.4717
Abstract: This paper introduces Stata commands [R] npivreg and [R] npivregcv, which implement nonparametric instrumental variable (NPIV) estimation methods without and with a cross-validated choice of tuning parameters, respectively. Both commands are able to impose monotonicity… read more here.
Keywords: nonparametric instrumental; instrumental variable; estimation; variable estimation ... See more keywords