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We consider a situation where the sample design of a survey is modified over time in order to save resources. The former design is a classical large-scale survey. The new design is a mixed mode survey where a smaller classical sample is augmented by records of an online survey. For the online...
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Spatial dynamic microsimulations allow for the multivariate analysis of complex socioeconomic systems with geographic segmentation. For this, a synthetic replica of the system as base population is stochastically projected into future periods. Thereby, the projection is based on micro-level...
Persistent link: https://www.econbiz.de/10012012491
An approach to model-based small area estimation under covariate measurement errors is presented. Using a min-max approach, we proof that regularized regression coefficient estimation is equivalent to robust optimization under additive noise. Applying this equivalence, the Fay-Herriot model is...
Persistent link: https://www.econbiz.de/10011962712
Within this article, a generalized calibration approach is presented, which provides coherent and efficient estimates considering a high number of constraints on different hierarchical levels. These constraints may be obtained from different sources such as survey data, register data,...
Persistent link: https://www.econbiz.de/10012012478
The city data collection is one of the regular data collections of Eurostat and the national statistical institutes. The demand for timely and reliable socio-economic data on cities and functional urban areas has significantly increased. Since 2017, the cities and their functional urban areas...
Persistent link: https://www.econbiz.de/10012163540
Innovations in statistical methodology is often accompanied by Monte-Carlo studies. In the context of survey statistics two types of inferences have to be considered. First, the classical randomization methods used for developments in statistical modelling. Second, survey data is typically...
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