An NTUA Diploma Thesis titled “Investigation of the impact of the COVID-19 pandemic on mobility in Greece using time series analysis” was recently presented by Eleni Blatsouka. Data on mobility and restrictive measures were collected from online databases and ARIMA time series models were developed for Greece and Athens with dependent variables: driving or walking and with exogenous factor one of the restrictive measures. It was demonstrated that the closing of educational institutions and lockdown are the most important exogenous factors for describing mobility, while the curfew and the mandatory use of mask in all public areas are not significant factors. In addition, seasonal models appear to produce better forecasts than the non-seasonal ones.
Investigation of the impact of the COVID-19 pandemic on mobility in Greece using time series analysis, March 2021.
Related Posts
-
World Bank/GRSF – Improving Road Traffic Injury Statistics in Low- and Middle-Income Countries, 2023
April 14th, 2024 | Comments Off on World Bank/GRSF – Improving Road Traffic Injury Statistics in Low- and Middle-Income Countries, 2023 -
World Bank/GRSF – Estimating the Disability Burden of Road Traffic Injuries, 2023
April 14th, 2024 | Comments Off on World Bank/GRSF – Estimating the Disability Burden of Road Traffic Injuries, 2023 -
Dimitrios Nikolaou PhD – Machine Learning-based Road Crash Risk Assessment, March 2024
April 9th, 2024 | Comments Off on Dimitrios Nikolaou PhD – Machine Learning-based Road Crash Risk Assessment, March 2024