Showing stat.MEShow all
3 papers · 1 filter
stat.ME2026
A penalized logistic generalized regression estimator
Grayson W. White, Kelly S. McConville, Cooper S. Schumacher
Under a model-assisted framework, a penalized logistic generalized regression estimator is developed to estimate a finite population proportion from complex survey data and auxilia…
stat.ME2023
A method for empirically assessing small area estimators via bootstrap-weighted k-Nearest-Neighbor artificial populations, with applications to forest inventory
Grayson W. White, Jerzy A. Wieczorek, Zachariah W. Cody +5
National Forest Inventories (NFIs) monitor forest attributes across a variety of spatial and temporal scales in a given country. Increased interest in reporting and management at s…
stat.ME2017
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…