检索结果-南通市图书馆

Using state space models as a statistical impact measurement of survey redesigns: a case study of the labour force survey of the Australian Bureau of Statistics

引用

Statistical Theory and Related Fields 2019年第2期3卷 224-238页

作者： Xichuan(Mark)Zhang Jan A.van den Brakel Siu-Ming Tam Methodology Division Australian Bureau of Statistics(ABS)CanberraAustralia Department of Statistical Methods Statistics Netherlands and Department of Quantitative EconomicsMaastricht University School of Business and EconomicsCanberraAustralia National Institute for Applied Statistics Research Australia University of WollongongCanberraAustralia

The goals of any major business transformation programme in an official statistical agency often include improving data collection efficiency,data processing methodologies and data ***,the achievement of such improvements may have transitional statistical impacts that could be misinterpreted as real-world changes if they are not measured and handled *** paper describes a development work that sought to explore the design and analysis of a times-series experiment that measured the statistical impacts that sometimes occur during survey *** Labour Force Survey(LFS)of the Australian Bureau of Statistics(ABS)was used as a case *** the present study:(1)A large-scale field experiment was designed and conducted that allowed the outgoing and the incoming surveys to run in parallel for some periods to measure the impacts of any changes to the survey process;and(2)The precision of the impact measurement was continuously improved while the new survey design was being *** state space modelling(SSM)technique was adopted as the main approach,as it provides an efficient impact *** approach enabled sampling error structure to be incorporated in the time-series intervention *** approach was also able to be extended to take advantage of the availability of other related data sources(e.g.,the data obtained from the parallel data collection process)to improve the efficiency and accuracy of the impact *** stated above,the LFS was used as a case study;however,the models and methods developed in this study could be extended to other surveys.

关键词： intervention analysis survey sampling structural time series modelling labour force survey Kalman filter

来源：

维普期刊数据库评论

在线全文

维普期刊数据库

学校读者我要写书评

暂无评论

欢迎您,

建议与咨询留下您的常用邮箱和电话号码，以便我们向您反馈解决方案和替代方法

时间限定

文献类型

馆藏选择

核心期刊

语言

文献类型

帮助

文字说明：

检索规则说明：

检索范例：

分类表

所选分类

限定检索结果

文献类型

馆藏范围

日期分布

学科分类号

主题

机构

作者

语言

在线全文

请选择保存的检索档案：

请选择收藏分类：

通借通还

欢迎您,

建议与咨询 留下您的常用邮箱和电话号码，以便我们向您反馈解决方案和替代方法

时间限定

文献类型

馆藏选择

核心期刊

语言

文献类型

帮助

文字说明：

检索规则说明：

检索范例：

分类表

所选分类

限定检索结果

文献类型

馆藏范围

日期分布

学科分类号

主题

机构

作者

语言

在线全文

请选择保存的检索档案： 新增检索档案 确定 取消

请选择收藏分类： 新增自定义分类 确定 取消

通借通还

建议与咨询留下您的常用邮箱和电话号码，以便我们向您反馈解决方案和替代方法

请选择保存的检索档案：

请选择收藏分类：