2022年Hansen讲座:“调查抽样中模型使用的演变”讨论

IF 1.6 4区数学 Q2 SOCIAL SCIENCES, MATHEMATICAL METHODS Journal of Survey Statistics and Methodology Pub Date : 2023-07-26 DOI:10.1093/jssam/smad030

F. Breidt

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引用次数: 0

摘要

2022年汉森讲座对调查抽样中模型的使用进行了广泛的概述，重点介绍了在调查估计器中纳入辅助信息的建模方法。本讨论扩展了模型辅助估计中的一些问题，探索了数据需求和高级建模方法的多用途权重的可用性。

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Discussion of the 2022 Hansen Lecture: “The Evolution of the Use of Models in Survey Sampling”

The 2022 Hansen Lecture gave a broad overview of the use of models in survey sampling, with emphasis on modeling approaches to incorporating auxiliary information in survey estimators. This discussion expands upon some issues in model-assisted estimation, exploring data needs and the availability of multipurpose weights for advanced modeling methods.

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来源期刊

Journal of Survey Statistics and Methodology Multiple-

CiteScore

4.30

自引率

9.50%

发文量

期刊介绍： The Journal of Survey Statistics and Methodology, sponsored by AAPOR and the American Statistical Association, began publishing in 2013. Its objective is to publish cutting edge scholarly articles on statistical and methodological issues for sample surveys, censuses, administrative record systems, and other related data. It aims to be the flagship journal for research on survey statistics and methodology. Topics of interest include survey sample design, statistical inference, nonresponse, measurement error, the effects of modes of data collection, paradata and responsive survey design, combining data from multiple sources, record linkage, disclosure limitation, and other issues in survey statistics and methodology. The journal publishes both theoretical and applied papers, provided the theory is motivated by an important applied problem and the applied papers report on research that contributes generalizable knowledge to the field. Review papers are also welcomed. Papers on a broad range of surveys are encouraged, including (but not limited to) surveys concerning business, economics, marketing research, social science, environment, epidemiology, biostatistics and official statistics. The journal has three sections. The Survey Statistics section presents papers on innovative sampling procedures, imputation, weighting, measures of uncertainty, small area inference, new methods of analysis, and other statistical issues related to surveys. The Survey Methodology section presents papers that focus on methodological research, including methodological experiments, methods of data collection and use of paradata. The Applications section contains papers involving innovative applications of methods and providing practical contributions and guidance, and/or significant new findings.