13 citations · 17 across the 15 of their papers we have counts for
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stat.ME2015
Efficient Estimation of Quantiles in Missing Data Models
Iván Díaz
We propose a novel targeted maximum likelihood estimator (TMLE) for quantiles in semiparametric missing data models. Our proposed estimator is locally efficient, -consist…
math.ST2015★ 1 cited
Second-Order Inference for the Mean of a Variable Missing at Random
Iván Díaz, Marco Carone, Mark J. van der Laan
We present a second-order estimator of the mean of a variable subject to missingness, under the missing at random assumption. The estimator improves upon existing methods by using…
math.ST2015
Improved Precision in the Analysis of Randomized Trials with Survival Outcomes, without Assuming Proportional Hazards
Iván Díaz, Elizabeth Colantuoni, Daniel F. Hanley +1
We present a new estimator of the restricted mean survival time in randomized trials where there is right censoring that may depend on treatment and baseline variables. The propose…