46 citations · 49 across the 4 of their papers we have counts for
6 papers
Automated Selection of Post-Strata using a Model-Assisted Regression Tree Estimator
Kelly S. McConville, Daniell Toth
Auxiliary information can increase the efficiency of survey estimators through an assisting model when the model captures some of the relationship between the auxiliary data and th…
A Permutation Test on Complex Sample Data
Daniell Toth
Permutation tests are a distribution free way of performing hypothesis tests. These tests rely on the condition that the observed data are exchangeable among the groups being teste…
Bayesian Estimation Under Informative Sampling
Terrance D. Savitsky, Daniell Toth
Bayesian analysis is increasingly popular for use in social science and other application areas where the data are observations from an informative sample. An informative sampling…
Building Consistent Regression Trees From Complex Sample Data
Daniell Toth, John Eltinge
In the past several years a wide range of methods for the construction of regression trees and other estimators based on the recursive partitioning of samples have appeared in the…
Adjusting models of ordered multinomial outcomes for nonignorable nonresponse in the occupational employment statistics survey
Nicholas J. Horton, Daniell Toth, Polly Phipps
An establishment's average wage, computed from administrative wage data, has been found to be related to occupational wages. These occupational wages are a primary outcome variable…
Analyzing establishment nonresponse using an interpretable regression tree model with linked administrative data
Polly Phipps, Daniell Toth
To gain insight into how characteristics of an establishment are associated with nonresponse, a recursive partitioning algorithm is applied to the Occupational Employment Statistic…