1.5k citations
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Showing 2013 · stat.MEShow all
3 papers · 2 filters
stat.ME2013★ 23 cited
On estimation of mean squared errors of benchmarked empirical Bayes estimators
Rebecca C. Steorts, Malay Ghosh
We consider benchmarked empirical Bayes (EB) estimators under the basic area-level model of Fay and Herriot while requiring the standard benchmarking constraint. In this paper we d…
stat.ME2013★ 60 cited
Estimation of Effects of Sequential Treatments by Reparameterizing Directed Acyclic Graphs
James M. Robins, Larry A. Wasserman
The standard way to parameterize the distributions represented by a directed acyclic graph is to insert a parametric family for the conditional distribution of each random variable…
stat.ME2013★ 5 cited
Semi-Instrumental Variables: A Test for Instrument Admissibility
Tianjiao Chu, Richard Scheines, Peter L. Spirtes
In a causal graphical model, an instrument for a variable X and its effect Y is a random variable that is a cause of X and independent of all the causes of Y except X. (Pearl (1995…