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Correcting survey measurement error with big data from road sensors through capture-recapture
Using capture-recapture to correcy survey measurement error with big data from road sensors.
Geographic location estimation of mobile devices
A working paper in which a modular Bayesian framework is proposed to estimate the geographic location of mobile devices from mobile phone network data.
Nowcasting GDP growth rate: a potential substitute for the current flash estimate
Currently Statistics Netherlands provides a first estimate of the GDP growth rate 45 days after the end of the reference quarter.
A dynamic factor model for unemployment statistics
Discussiepaper over een methode om een groot aantal hulpreeksen afkomstig uit big data bronnen te gebruiken bij het schatten van de maandelijkse werkloze beroepsbevolking.
Consistent estimates for categorical data based on a mix of administrative data sources and surveys
Dissertation on multiple imputation of latent classes to simultaneously estimate and correct for misclassification and missing data in combined datasets.
Editing and estimation of measurement errors
Dissertation on new methods for automatic editing of measurement errors and on the application of measurement error models.
The use of advanced transportation monitoring data for official statistics
Dissertation on the use of electronically collected transport data for official statistics on transportation demand and flows.
Time series modelling in repeatedly conducted sample surveys
In this thesis, multivariate state space methods for the production of official statistics are developed. Various methods are provided to account for the underlying sample design and changes in it....
Discrete models for survey data
Dissertation on models for discrete and categorical data in surveys, including estimations of interviewer variance, measurement errors in mixed modes, small area estimators, risk of statistical...
Working with non-response (in Dutch)
Dissertation on processing sample survey data when non-response occurs in the collection stage.