The Annals of Applied Statistics

The interlocking world of surveys and experiments

Stephen E. Fienberg and Judith M. Tanur

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Abstract

Random sampling and randomized experimentation are inextricably linked. Beginning with their common origins in the work of Fisher and Neyman from the 1920s and the 1930s, one can trace the development of parallel concepts and structures in the two areas (see Fienberg and Tanur [Bull. Int. Stat. Inst. 51 (1985) Art. ID 10.1; Int. Stat. Rev. 55 (1987) 75–96]). One of the more important lessons to be learned from the parallel concepts and structures is that they can profitably be linked and intertwined, with sampling embedded in experiments and formal experimental structures embedded in sampling designs.

In this paper, we trace some of parallels between sampling theory and theory of experimental design. We then explore some of the ways that experimental and sampling structures have been combined in statistical practice and the principles that underlie their combination; we also make some suggestions toward the improvement of practice.

Article information

Source
Ann. Appl. Stat., Volume 12, Number 2 (2018), 1157-1179.

Dates
Received: May 2018
First available in Project Euclid: 28 July 2018

Permanent link to this document
https://projecteuclid.org/euclid.aoas/1532743489

Digital Object Identifier
doi:10.1214/18-AOAS1184

Mathematical Reviews number (MathSciNet)
MR3834298

Keywords
External validity internal validity interviewer effects randomized experiments sample surveys control experimental design embedding randomization sampling design

Citation

Fienberg, Stephen E.; Tanur, Judith M. The interlocking world of surveys and experiments. Ann. Appl. Stat. 12 (2018), no. 2, 1157--1179. doi:10.1214/18-AOAS1184. https://projecteuclid.org/euclid.aoas/1532743489


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