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Calibration for nonresponse treatment using auxiliary information at different levels
Stockholms universitet, Samhällsvetenskapliga fakulteten, Statistiska institutionen.
Stockholms universitet, Samhällsvetenskapliga fakulteten, Statistiska institutionen.
2016 (engelsk)Inngår i: Proceedings of the Fifth International Conference on Establishment Surveys, 2016Konferansepaper, Publicerat paper (Annet vitenskapelig)
Abstract [en]

This paper explores the different ways in which auxiliary information can be put to use in cali-brated weighting adjustment under survey nonresponse. Information is often present at two levels,the population level and the sample level. The many options available in executing the calibrationderive from several factors: One is the order in which the two sources of information enters intocalibration, a choice of a bottom-up as opposed to a top-down approach. Another is whether thecalibration should be carried out sequentially in two steps, or in one single step with the combinedinformation. A third question is whether one can simplify the procedure, at no major loss of accu-racy, by transcribing individual population auxiliary data from the register to the sample units only. We make a systematic list of the possibilities arising for calibration adjustment in this setting. Anempirical study concludes the paper.

sted, utgiver, år, opplag, sider
2016.
Emneord [en]
Bottom-up, moon vector, star vector, top-down
HSV kategori
Forskningsprogram
statistik
Identifikatorer
URN: urn:nbn:se:su:diva-135490OAI: oai:DiVA.org:su-135490DiVA, id: diva2:1045635
Konferanse
The Fifth International Conference on Establishment Surveys (ICES-V),Geneva, Switzerland, June 20–23, 2016
Tilgjengelig fra: 2016-11-10 Laget: 2016-11-10 Sist oppdatert: 2018-10-05bibliografisk kontrollert

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