Multilevel time series modelling of mobility trends in the Netherlands for small domains

The purpose of the Dutch Travel Survey is to produce reliable estimates on mobility of the Dutch population. In this paper mobility trends are estimated at several aggregation levels, using multilevel time series models. The models account for discontinuities induced by two survey redesigns and outliers due to less reliable outcomes in one particular year. The input for the model is direct annual estimates with their standard errors for the period 1999–2017 for a detailed cross-classification in 504 domains. Appropriate transformations for the direct estimates and generalized variance function... Mehr ...

Verfasser: Boonstra, H.J.
van den Brakel, J.
Das, S.
Dokumenttyp: Artikel
Erscheinungsdatum: 2021
Reihe/Periodikum: Boonstra , H J , van den Brakel , J & Das , S 2021 , ' Multilevel time series modelling of mobility trends in the Netherlands for small domains ' , Journal of the Royal Statistical Society Series A-Statistics in Society , vol. 184 , no. 3 , pp. 985-1007 . https://doi.org/10.1111/rssa.12700
Schlagwörter: global local shrinkage / hierarchical Bayesian models / MCMC simulation / official statistics / small area estimation / structural time series models / SMALL-AREA ESTIMATION / HIERARCHICAL BAYES ESTIMATION / PRIOR DISTRIBUTIONS / INFORMATION / INCOME / LEVEL
Sprache: Englisch
Permalink: https://search.fid-benelux.de/Record/base-26822257
Datenquelle: BASE; Originalkatalog
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Link(s) : https://cris.maastrichtuniversity.nl/en/publications/ef0d5366-a2ea-4026-9b1b-dd8408c15dcc