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- Title
Hansen Lecture 2022: The Evolution of the Use of Models in Survey Sampling.
- Authors
Valliant, Richard
- 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.
- Subjects
FIX-point estimation; NONPROBABILITY sampling; LECTURES &; lecturing; PROBABILITY theory
- Publication
Journal of Survey Statistics & Methodology, 2024, Vol 12, Issue 2, p275
- ISSN
2325-0984
- Publication type
Article
- DOI
10.1093/jssam/smad021