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We propose a novel view of selection bias in longitudinal surveys. Such bias may arise from initial nonresponse in a … demography is used to show that an initial bias can "fade-away" in later panel waves, if the transition laws in the observed …
Persistent link: https://www.econbiz.de/10012821615
simulated 6 different pattern of nonresponse bias and investigated the fade-away effect across the waves 2006 to 2009. We found … remarkable differences between these 25 coun- tries. Expressed by the relative bias, i.e. bias in 2009 divided by bias at start … in 2006, we found a reduction down to 26 percent of the initial bias for Bulgaria (foremost reduction) up to 61 percent …
Persistent link: https://www.econbiz.de/10011312698
We propose a new view of initial nonresponse bias in longitudinal surveys. Under certain conditions, an initial bias …
Persistent link: https://www.econbiz.de/10011714202
Persistent link: https://www.econbiz.de/10003522191
states and model variables, which is sparse and banded in many economic applications and allows for efficient sampling. The … existing literature on precision-based sampling is focused on complete-data applications, whereas the proposed samplers in this …
Persistent link: https://www.econbiz.de/10012510141
instance of precision-based sampling methods that operate on the inverse variance-covariance matrix of the states (also known … other instances of precision-based sampling, computational gains are considerable. Relevant applications include trend …
Persistent link: https://www.econbiz.de/10014336195
High nonresponse rates have become a rule in survey sampling. In panel surveys there occur additional sample losses due … to panel attrition, which are thought to worsen the bias resulting from initial nonresponse. However, under certain … conditions an initial wave nonresponse bias may vanish in later panel waves. We study such a "Fade away" of an initial …
Persistent link: https://www.econbiz.de/10013494126
Modern systems of official statistics require the estimation and publication of business statistics for disaggregated domains, for example, industry domains and geographical regions. Outlier robust methods have proven to be useful for small area estimation. Recently proposed outlier robust...
Persistent link: https://www.econbiz.de/10010486950
Geographically weighted small area methods have been studied in literature for small area estimation. Although these approaches are useful for the estimation of small area means efficiently under strict parametric assumptions, they can be very sensitive to outliers in the data. In this paper, we...
Persistent link: https://www.econbiz.de/10011455039
Persistent link: https://www.econbiz.de/10012483740