{"id":4751,"date":"2023-10-25T17:10:24","date_gmt":"2023-10-25T15:10:24","guid":{"rendered":"https:\/\/www.bordeaux-population-health.center\/?p=4751"},"modified":"2026-02-05T09:46:46","modified_gmt":"2026-02-05T08:46:46","slug":"methods-in-data-science-seminar-replication-crisis-in-methodological-research","status":"publish","type":"post","link":"https:\/\/www.bordeaux-population-health.center\/fr\/methods-in-data-science-seminar-replication-crisis-in-methodological-research\/","title":{"rendered":"METHODS IN DATA SCIENCE SEMINAR: A replication crisis in methodological research?Recent developments and remaining challenges towards reliable empirical evidence"},"content":{"rendered":"
\n

\"\"
\nS\u00e9minaire Sant\u00e9 Publique<\/strong>
\nAXE METHODES EN DATA SCIENCE<\/strong>
\nA replication crisis in methodological research?
Recent developments and remaining challenges
towards reliable empirical evidence<\/strong><\/p>\n

12h15 – 13h15
\nAmphi Louis – Isped
\nCampus Carreire – Universit\u00e9 de Bordeaux<\/div>\n
\n

Ouvert \u00e0 tout le monde, pas d’inscription, Vid\u00e9oconf\u00e9rence seule<\/p>\n

Intervenante :<\/div>\n

Anne-Laure BOULESTEIX, PhD<\/span>
\nInstitute for Medical Information Processing, Biometry, and Epidemiology, Munich, Germany<\/p>\n

+ d’info sur Anne-Laure BOULESTEIX<\/strong><\/a><\/p>\n

Abstract:<\/div>\n

Statisticians are often keen to analyze the statistical aspects of the so-called \u201creplication crisis in science\u201c. They condemn fishing expeditions and publication bias across empirical scientific fields applying statistical methods, such as health sciences. But what about good practice issues in their own – methodological – research, i.e. research considering statistical (or more generally, computational) methods as research objects? When developing and evaluating new statistical methods and data analysis tools, do statisticians and data scientists adhere to the good practice principles they promote in fields which apply statistics and data science? I argue that methodological researchers should make substantial efforts to address what may be called the replication crisis in the context of methodological research in statistics and data science, in particular by trying to avoid bias in comparison studies based on simulated or real data. I discuss topics such as publication bias, cherry-picking, and the design and necessity of neutral comparison studies, and review recent positive developments towards more reliable empirical evidence in the context of methodological biostatistical research.<\/p>\n

Lien Zoom :
\nhttps:\/\/u-bordeaux-fr.zoom.us\/j\/84790553944?pwd=aTdxdERRYWxrdFJMQ1JBcGtJUGM1Zz09<\/a><\/strong><\/div>\n

Meeting ID: 847 9055 3944
\nCode: 625187
\n <\/p>\n<\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"

S\u00e9minaire Sant\u00e9 Publique AXE METHODES EN DATA SCIENCE A replication crisis in methodological research?Recent developments and remaining challengestowards reliable empirical evidence 12h15 – 13h15 Amphi Louis – Isped Campus Carreire – Universit\u00e9 de Bordeaux Ouvert \u00e0 tout le monde, pas d’inscription, Vid\u00e9oconf\u00e9rence seule Intervenante : Anne-Laure BOULESTEIX, PhD Institute for Medical Information Processing, Biometry, and […]<\/p>\n","protected":false},"author":613,"featured_media":4745,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[58],"tags":[],"class_list":["post-4751","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-evenement"],"acf":[],"yoast_head":"\nMETHODS IN DATA SCIENCE SEMINAR: A replication crisis in methodological research?Recent developments and remaining challenges towards reliable empirical 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