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Select item 101866721.

Statistical analysis of high-dimensional biomedical data: a gentle introduction to analytical goals, common approaches and challenges

Jörg Rahnenführer, Riccardo De Bin, Axel Benner, Federico Ambrogi, Lara Lusa, Anne-Laure Boulesteix, Eugenia Migliavacca, Harald Binder, Stefan Michiels, Willi Sauerbrei, Lisa McShane, for topic group “High-dimensional data” (TG9) of the STRATOS initiative

BMC Med. 2023; 21: 182. Published online 2023 May 15. doi: 10.1186/s12916-023-02858-y

PMCID:: PMC10186672

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Select item 79231922.

Sigma-Pi Structure with Bernoulli Random Variables: Power-Law Bounds for Probability Distributions and Growth Models with Interdependent Entities

Arthur Matsuo Yamashita Rios de Sousa, Hideki Takayasu, Didier Sornette, Misako Takayasu

Entropy (Basel) 2021 Feb; 23(2): 241. Published online 2021 Feb 19. doi: 10.3390/e23020241

PMCID:: PMC7923192

Article PDF–1.6M

Select item 93090373.

Fixed or random? On the reliability of mixed‐effects models for a small number of levels in grouping variables

Johannes Oberpriller, Melina de Souza Leite, Maximilian Pichler

Ecol Evol. 2022 Jul; 12(7): e9062. Published online 2022 Jul 24. doi: 10.1002/ece3.9062

PMCID:: PMC9309037

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Select item 62348304.

Students Are Rarely Independent: When, Why, and How to Use Random Effects in Discipline-Based Education Research

Elli Theobald

CBE Life Sci Educ. 2018 Fall; 17(3): rm2. doi: 10.1187/cbe.17-12-0280

PMCID:: PMC6234830

Article PDF–1.9M

Select item 84548685.

UEG Week 2019 Poster Presentations

United European Gastroenterol J. 2019 Oct; 7(Suppl 8): 189–1030. Published online 2019 Oct 1. doi: 10.1177/2050640619854671

PMCID:: PMC8454868

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Select item 105658346.

Big data, small explanatory and predictive power: Lessons from random forest modeling of on-farm yield variability and implications for data-driven agronomy

João Vasco Silva, Joost van Heerwaarden, Pytrik Reidsma, Alice G. Laborte, Kindie Tesfaye, Martin K. van Ittersum

Field Crops Res. 2023 Oct 15; 302: 109063. doi: 10.1016/j.fcr.2023.109063

PMCID:: PMC10565834

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Select item 69163467.

Confidence, prediction, and tolerance in linear mixed models

Bernard G. Francq, Dan Lin, Walter Hoyer

Stat Med. 2019 Dec 30; 38(30): 5603–5622. Published online 2019 Oct 28. doi: 10.1002/sim.8386

Correction in:: Stat Med. 2020 Jun 30; 39(14): 2015.

PMCID:: PMC6916346

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Select item 99553888.

The Cauchy Distribution in Information Theory

Sergio Verdú

Entropy (Basel) 2023 Feb; 25(2): 346. Published online 2023 Feb 13. doi: 10.3390/e25020346

PMCID:: PMC9955388

Article PDF–635K

Select item 109538119.

Predicting COVID-19 Vaccination Uptake Using a Small and Interpretable Set of Judgment and Demographic Variables: Cross-Sectional Cognitive Science Study

Nicole L Vike, Sumra Bari, Leandros Stefanopoulos, Shamal Lalvani, Byoung Woo Kim, Nicos Maglaveras, Martin Block, Hans C Breiter, Aggelos K Katsaggelos

JMIR Public Health Surveill. 2024; 10: e47979. Published online 2024 Mar 18. doi: 10.2196/47979