42 citations · 68 across the 19 of their papers we have counts for
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stat.ME2017
Estimating prediction error for complex samples
Andrew Holbrook, Thomas Lumley, Daniel Gillen
With a growing interest in using non-representative samples to train prediction models for numerous outcomes it is necessary to account for the sampling design that gives rise to t…
math.ST2017★ 1 cited
Robustness of semiparametric efficiency in nearly-true models for two-phase samples
Thomas Lumley
We examine the performance of efficient and AIPW estimators under two-phase sampling when the complete-data model is nearly correctly specified, in the sense that the misspecificat…
stat.ME2017
Pseudo- statistics under complex sampling
Thomas Lumley
Model summaries based on the ratio of fitted and null likelihoods have been proposed for generalised linear models, reducing to the familiar coefficient of determination in t…