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18 results for keyword:time series analysis
18 results for keyword:time series analysis

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...

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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...

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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.

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Consumer Confidence Survey during COVID-19

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

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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

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Time series modelling of mobility trends, 1999-2021

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

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Impact redesign on monthly labour force figures

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

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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.

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Estimating consumer confidence using time series models

Discussion paper about estimating monthly consumer confidence figures

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Time series modelling of mobility trends, 1999-2020

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

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Monthly Labour Force Figures during COVID-19

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

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Time varying correlations in state space models

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

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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.

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Monthly turnover figures using nowcasting

Nowcasting with mixed-frequency time series methods

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Over 80% decline in butterflies since late 1800s

Between 1890 and 2017, butterfly populations in the Netherlands declined by at least 84 percent; 15 species have disappeared completely.

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Dossier Historical series

Dossier Historical series

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