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The 13th International Conference of the ERCIM WG on Computational and Methodological Statistics (CMStatistics 2020) took place at King's College London, UK, 19-21 December 2020. This conference is organized by the ERCIM Working Group on Computational and Methodological Statistics (CMStatistics), King's Business School, and King's Department of Mathematics. The journal Econometrics and Statistics (EcoSta) and its supplement, the Annals of Computational and Financial Econometrics are the main sponsors of the conference. The journals Econometrics and Statistics and Computational Statistics & Data Analysis will publish selected papers in special peer-reviewed, or regular issues.