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A framework for project architecture in the context of enterprise architecture
This paper by Ralph Foorthuis and Sjaak Brinkkemper describes the various architectures at the project level, when conforming to Enterprise Architecture. Amongst the architectures described are...
Deductive imputation with the deducorrect package
Numerical and categorical data used for statistical analyses is often plagued with missing values and inconsistencies. In many cases, a number of missing values may be derived, based on the...
Measuring Inequalities in the Dutch Household Sector
In recent years, the importance of the households sector in measuring economic welfare has increasingly been recognised, and the development of additional indicators to measure inequalities is...
Economic description of the Dutch North Sea and coast
This study contains a time series of economic indicators for the Dutch North Sea, the Dutch coastal strip and Dutch Seaports for the years 2015 to 2021.
Understanding sentences via sentence embeddings
In this paper we propose a novel algorithm WordGraph2Vec (WG2Vec) to analyse text data. WG2Vec combines two aspects of natural language processing: language models and word embeddings.
Combining data sources to gain new insights in mobility
This paper describes how multiple data sources that relate to mobility in the city of Rotterdam were combined to create a model for scenario analysis. Sources originate from RET, Gemeente Rotterdam...
Simple derivations of variance formulas in two-stage simple random sampling
This paper gives alternative derivations for the standard variance formulas in two-stage sampling. The derivations are based on a direct use of the statistical properties of the sampling errors in...
Big data and methodological challenges
Big data and methodological challenges
Section X
Pulp of wood or of other fibrous cellulosic material; recovered (waste and scrap) paper or paperboard; paper and paperboard and articles thereof.
Adaptive survey designs to minimize survey mode effects. A case study on the Dutch Labour Force Survey
Assessing the impact of mode effects on survey estimates has become a crucial question due to the increasing appeal of mixed-mode designs. Despite the advantages of a mixed-mode design such as lower...
Automatic editing with hard and soft edits
Soft edit rules, i.e. constraints which identify (combinations of) values that are suspicious but not necessarily incorrect, are an important element of many traditional, manual editing processes.
Social media as a data source for official statistics; the Dutch Consumer Confidence Index
In this paper the question is addressed how alternative data sources, such as administrative and social media data, can be used in the production of official statistics. Since most surveys at...
From unemployment benefit to a permanent job? People who stopped receiving unemployment benefit in 2006, by labour market dynamics in 2006-2008 (Dutch only)
Paper and erratum. The results in this report are part of a study on people who start and stop claiming unemployment benefit. This report contains figures on people who stopped receiving...
Measuring Productivity Change without Neoclassical Assumptions: A Conceptual Analysis
This survey discusses the basics of productivity measurement and shows that one can dispense with most if not all of the usual, neoclassical assumptions, on which models for productivity measurement...
On course, but not there yet: Enterprise architecture conformance and benefits in systems development
Various claims have been made regarding the benefits that EnterpriseArchitecture (EA) delivers for both individual systems development projects and the organization as a whole. This paper presents...
Dutch Trade in Facts and Figures, 2021
This publication contains information on internationalisation in the Netherlands. Exports and imports of goods and services, export earnings, value chains, multinationals and investment are covered...
Data collection strategy: General description and uni-mode designs
There are various ways to approach respondents for a questionnaire-based survey: respondents can complete a questionnaire with the help from an interviewer, but they can also do it themselves....
Income dynamics in Amsterdam municipality and the Amsterdam metropolitan region (Dutch only)
A paper and additional customised tables on the removals of households living in Amsterdam or the Amsterdam metropolitan region, by income. The tables cover the period 2001-2008. Commissioned by:...
Towards the implementation of a multivariate Benchmark method on Dutch National Accounts
DMK participates in a project, with the aim of implementing a new, efficient method for the benchmarking of National Accounts. Benchmarking is the process to achieve mathematical consistency between...
Multilevel Hierarchical Bayesian vs. State Space Approach in Time Series Small Area Estimation: the Dutch Travel Survey
This study compares two different techniques in a time series small area application: state space models estimated with the Kalman filter with a frequentist approach to hyperparameter estimation, and...
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.
Small area estimation for domain discontinuities
Changes in the survey process usually have a systematic effect on the results.
Explicit and Implicit Calibration of Covariance and Mean Structures
Linear structural equation models (SEMs) are widely used to assess the validity and reliability of survey variables. When population means or totals are of interest, it is also important to assess...
Data-related issues with compsite indicators availability frequency and adjustment-techniques
While constructing long and yet consistent time series or composing indicators from varying sources, several stumble blocks will have to be overcome. In the ideal case we have • Stable research...