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Page 1
Ten simple rules for initial data analysis.
Baillie M, le Cessie S, Schmidt CO, Lusa L, Huebner M; Topic Group “Initial Data Analysis” of the STRATOS Initiative. Baillie M, et al. PLoS Comput Biol. 2022 Feb 24;18(2):e1009819. doi: 10.1371/journal.pcbi.1009819. eCollection 2022 Feb. PLoS Comput Biol. 2022. PMID: 35202399 Free PMC article. No abstract available.
Statistical analysis of high-dimensional biomedical data: a gentle introduction to analytical goals, common approaches and challenges.
Rahnenführer J, De Bin R, Benner A, Ambrogi F, Lusa L, Boulesteix AL, Migliavacca E, Binder H, Michiels S, Sauerbrei W, McShane L; for topic group “High-dimensional data” (TG9) of the STRATOS initiative. Rahnenführer J, et al. BMC Med. 2023 May 15;21(1):182. doi: 10.1186/s12916-023-02858-y. BMC Med. 2023. PMID: 37189125 Free PMC article. Review.
Hidden analyses: a review of reporting practice and recommendations for more transparent reporting of initial data analyses.
Huebner M, Vach W, le Cessie S, Schmidt CO, Lusa L; Topic Group “Initial Data Analysis” of the STRATOS Initiative (STRengthening Analytical Thinking for Observational Studies, http://www.stratos-initiative.org). Huebner M, et al. BMC Med Res Methodol. 2020 Mar 13;20(1):61. doi: 10.1186/s12874-020-00942-y. BMC Med Res Methodol. 2020. PMID: 32169053 Free PMC article. Review.
Calibration: the Achilles heel of predictive analytics.
Van Calster B, McLernon DJ, van Smeden M, Wynants L, Steyerberg EW; Topic Group ‘Evaluating diagnostic tests and prediction models’ of the STRATOS initiative. Van Calster B, et al. BMC Med. 2019 Dec 16;17(1):230. doi: 10.1186/s12916-019-1466-7. BMC Med. 2019. PMID: 31842878 Free PMC article.
20 results