Automated Selection of Post-Strata using a Model-Assisted Regression Tree Estimator

DOI10.48550/arXiv.1712.05708zbMath1418.62039arXiv1712.05708OpenAlexW2963726264MaRDI QIDQ124129

Kelly S. McConville, Daniell Toth, Daniell Toth, Kelly S. McConville

Publication date: 15 December 2017

Published in: Scandinavian Journal of Statistics (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/1712.05708

zbMATH Keywords

recursive partitioningcomplex surveysgeneralized regression estimatormodel-assisted inference

Mathematics Subject Classification ID

Applications of statistics to economics (62P20) Sampling theory, sample surveys (62D05)

Related Items (6)

Model-assisted estimation in high-dimensional settings for survey data ⋮ Model-Assisted Estimation Through Random Forests in Finite Population Sampling ⋮ mase ⋮ On making valid inferences by integrating data from surveys and other sources ⋮ Design-unbiased statistical learning in survey sampling ⋮ Comments on: ``Deville and Särndal's calibration: revisiting a 25 years old successful optimization problem

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