Estimation of treatment effects in randomized trials with non-compliance and a dichotomous outcome - van der Laan, Mark J; Hubbard, Alan; Jewell, Nicholas P (Journal of the Royal Statistical Society. Series B, Statistical methodology, 2007)
Keywords: abortion (animals); Assumption of risk; Binary outcome; Causal treatment effect; Coffee; Compliance; Consistent estimators; Counterfactual; Data analysis; Decaffeinated coffees; Estimators; Exact sciences and technology; Functional analysis; Functions of a complex variable; General topics; Generalized quantile; Health; Inference; Instrumental variable; Instrumental variables; Instrumental variables estimation; Mathematical analysis; Mathematical independent variables; Mathematical models; Mathematics; Medical treatment; Multivariate analysis; Non-compliance; Noncompliance; Null hypothesis; odds ratio; Parametric models; Probability and statistics; quantile function; Quantitative analysis; relative risk; Research methods; Risk factors; Sample size; Sciences and techniques of general use; Specification; Statistical methods; Statistics; Studies; Nuisance parameter; Generalized function; Covariate; Asymptotic convergence; Hypothesis test; Statistical test; Counterfactual; Estimator efficiency; Consistent estimator; Quantile; Instrumental variable; Data analysis; Non-compliance; Treatment efficiency; Estimation; Finite sample; Relative risk; Statistical method; Causal treatment effect; Generalized quantile-quantile function; Randomized design; Simulation; Binary outcome; Model specification; Treatment effect