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Design for estimation: Identifying auxiliary vectors to reduce non-response bias

机译:估计设计:识别辅助向量以减少无响应偏差

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摘要

Purpose:To present the computational tools called indicators for the selection of auxiliary variables based on their effectiveness.Summary:To control nonresponse bias in the estimators the most suitable approach is to use auxiliary variable information. In many Scandinavian countries such information is available in administrative registers. Using such information in surveys effectively is called design for estimation and methods for this are developed and used in Sweden in many surveys. The process of selection of the auxiliary variables is discussed in detail in many recent studies. Like selection of auxiliary variables, their weighing is also equally important. There are two approaches considered for weighing in the studies namely providing a general setting and quantifying the search with indicators. The article extends the second approach in the selection of auxiliary variables. (10 refs.)
机译:目的:介绍一种根据指标的有效性选择辅助变量的指标的计算工具。摘要:为了控制估计量中的无响应偏差,最合适的方法是使用辅助变量信息。在许多斯堪的纳维亚国家,行政登记册中提供了此类信息。有效地在调查中使用此类信息被称为估算设计,为此,瑞典在许多调查中都开发并使用了这种方法。许多最近的研究中都详细讨论了辅助变量的选择过程。像选择辅助变量一样,它们的权重也同样重要。研究中考虑了两种方法进行权衡,即提供总体设置和使用指标量化搜索。本文扩展了辅助变量选择的第二种方法。 (10篇)

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