Hansen Lecture 2022: The Evolution of the Use of Models in Survey Sampling.

  • Published In: Journal of Survey Statistics & Methodology, 2024, v. 12, n. 2. P. 275 1 of 3

  • Database: Academic Search Ultimate 2 of 3

  • Authored By: Valliant, Richard 3 of 3

Abstract

Morris Hansen made seminal contributions to the early development of sampling theory, including convincing government survey administrators to use probability sampling as opposed to nonprobability (NP) methods like quota sampling. He codified many of the early results in design-based sampling theory in his 1953 two-volume set co-authored with Hurwitz and Madow. Since those developments, the explicit use of models has proliferated in sampling for use in basic point estimation, nonresponse and noncoverage adjustment, imputation, and a variety of other areas. This paper summarizes some of the early developments, controversies in the design-based versus model-based debate, and uses of models for inference from probability and NP samples. [ABSTRACT FROM AUTHOR]

Additional Information

  • Source:Journal of Survey Statistics & Methodology. 2024/04, Vol. 12, Issue 2, p275
  • Document Type:Article
  • Subject Area:Social Sciences and Humanities
  • Publication Date:2024
  • ISSN:2325-0984
  • DOI:10.1093/jssam/smad021
  • Accession Number:176725186
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