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29 results for keyword:time series analysis
29 results for keyword:time series analysis

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Modelling mobility trends – update including 2025 ODiN data

Discussion paper about a method based on time-series multilevel modelling to estimate detailed mobility trends corrected for discontinuities due to survey redesigns

Articles

Mixed‐Methods Clustering of Multi‐source Data to Identify Population Subgroups Based on BMI‐Associated Variables

This study aims to assess a healthcare informatics‐driven analytical approach for uncovering BMI‐related population subgroups in a large multi‐source health dataset using variable selection,...

Articles

Retropolating SUTs and IOTs after the 2021 National Accounts Benchmark Revision

Sources and methods for Dutch supply, use and input-output tables for 2010–2021, consistent with the 2021 national accounts benchmark revision, including the quality and analytical uses of the time...

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Modelling mobility trends – update including 2024 ODiN data

Discussion paper about a method based on time-series multilevel modelling to estimate detailed mobility trends corrected for discontinuities due to survey redesigns

Articles

Chlorophyll-a Trends in OSPAR Assessment Areas: Applying and Evaluating a New Statistical Approach

Evaluation of the newly developed method to combine chlorophyll-a insitu and EO data for eutrophication assessment in OSPAR maritime areas by determining its impact on the results, exploring the...

Publications

Small area estimation of social cohesion indicators

Hierarchical Bayesian models, MCMC simulatie, small area estimation.

Articles

Statistical combination of different types of chlorofyll-a measurements in the Dutch North Sea

The report assesses the current method to combine chlorofyll-a measurements from different sources with special attention for the statistical weighting method. Based on the spatial and temporal...

Publications

Density estimation by neural networks

This dissertation develops density estimation and filtering methods to analyze complex high-frequency data prone to uncertainty pronounced in missing observations or errors by measurement

Articles

Modelling mobility trends - update including 2023 ODiN data

Discussion paper about a method based on time-series multilevel modelling to estimate detailed mobility trends corrected for discontinuities due to survey redesigns.

Articles

Deep learning for time series forecasting and nowcasting

We explore the added value of deep learning techniques for forecasting and nowcasting in official statistics as an alternative to classic time series models. Several neural network algorithms are...

Articles

COVID-19 hospitalizations: fostering decision-making in future pandemics

Effective and targeted decision-making during pandemics requires accurate forecasting of key health outcomes such as hospitalizations. This study investigates the relationship between the weekly...

Articles

NNPF: Neural Network Particle Filter for Time Series Data

Discussion paper on a novel particle filter based on a neural network for time series analysis.

Articles

Consumer Confidence Survey during COVID-19

Methodological description of the Consumer Confidence Survey during the Corona crisis.

Articles

Small area estimation of sickness absence indicators

Discussion paper about a method to estimate detailed figures on sickness absence for the Health and Wellbeing branch

Articles

Time series modelling of mobility trends, 1999-2021

Discussion paper about a method to estimate detailed mobility trends corrected for discontinuities

Articles

Impact redesign on monthly labour force figures

Estimating monthly figures on the Dutch labour force during the transition to a new survey design.

Articles

Quarterly figures on Dutch health by time series models

Estimation of quarterly figures on Dutch health during the Covid-19 pandemic by structural time series models.

Articles

Estimating consumer confidence using time series models

Discussion paper about estimating monthly consumer confidence figures

Articles

State space methods for official statistics and climate modelling

Multivariate state space methods for estimating official statistics and modelling climate data.

Articles

Time series modelling of mobility trends, 1999-2020

Discussion paper about a method to estimate detailed mobility trends corrected for discontinuities due to redesigns

Articles

Monthly Labour Force Figures during COVID-19

Discussion paper about estimating monthly labour force figures during the COVID-19 pandemic in the Netherlands

Articles

Time varying correlations in state space models

Discussion paper about a method to estimate time varying state correlations in multivariate state space models

Articles

Time series modeling of mobility trends – update 2020

Discussion paper about a method to estimate detailed mobility trends corrected for discontinuities due to redesigns

Articles

Life expectancy increased in 2019

In 2019, the life expectancy for men in the Netherlands increased by 4 months to 80.5 years, for women by 3 months to 83.6 years.

Articles

Monthly turnover figures using nowcasting

Nowcasting with mixed-frequency time series methods

Articles