Anne-Laure Boulesteix
@BoulesteixLaure
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Professor of biostatistics, committed to open science and meta-research
LMU Munich
Joined April 2019
Follow-up thread on potential approaches by our group and many others towards addressing the REPLICATION CRISIS IN METHODOLIGAL/COMPUTATIONAL SCIENCE discussed in 1/n
A replication crisis in methodological computational/statistical research ? I have now been working on the topic for 13 years with my group and it is time for a (long) thread. First, let me say this is not about the replication crisis in application fields of statistics. 1/n
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RT @GSCollins: @HOS_ASA A summary of his contributions can be found here.... "Doug Altman: Driving critical appraisal and improvements in…
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RT @paulrconnor: I talked to a physicist about Registered Reports. They had never heard of the idea and were pretty enthusiastic, but also…
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RT @BBischl: NEW accepted ICML'24 position paper: Rethinking Empirical Research in Machine Learning: Addressing Epistemic and Methodologica…
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RT @bffo: From @PLOSCompBiol | Raising awareness of uncertain choices in empirical data analysis: A teaching concept toward replicable rese…
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RT @MaartenvSmeden: 🚨 NEW PAPER 🚨 We compared many tuning procedures for developing prediction models Most important conclusion: be caref…
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Thanks to @b_siepe @BartosFra and S. Pawel for involving me in this exciting project together with @tmorris_mrc and @Daniel_W_Heck on planning and reporting of simulation studies (using ADEMP) in psychological methods research!
We reviewed 100 psych. simulation studies & find room for improvement in planning/reporting. As a remedy, we (@BartosFra, @tmorris_mrc, @BoulesteixLaure, @Daniel_W_Heck & Samuel Pawel) present ADEMP-PreReg, a sim study preregistration & reporting template
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RT @MaartenvSmeden: This completely revised guideline will be a major improvement for the reporting of prediction models. Good news
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RT @PaoloCrosetto: Academic publishing is in deep trouble. We all know it: paper mills, thousands of Special Issues, retractions, skyrocke…
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RT @NaudetFlorian: 🥁🤩 Please retweet. Super happy to announce the @Inserm workshop "METHODS IN META-RESEARCH: HOW TO IMPROVE RESEARCH PRACT…
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The 70th Biometric Colloquium of the German Region of @IBSstats will take place in Lübeck (28.1.24-1.3.24). Abstract can be submitted until 31.10.23. More details here:
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RT @jeroenbosman: Utrecht University @UniUtrecht in the Netherlands has withdrawn itself from the World University ranking @THEworldunirank…
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@roydanroy And here is the consequence: “A replication crisis in methodological research” (with @sabineIk11 @HeidiBaya and A. Charlton)
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RT @roydanroy: No no no no no no no no no. Thankfully, this advise was ignored by the authors. But this wide spread but unspoken belief i…
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@MaartenvSmeden Agree. One too often reads "we did CV to avoid overfitting"... That said, CV *used for tuning* helps identifying a complexity parameter value that leads to a non-overfitting model.
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