Topic · Statistics and Probability · Mathematics

Statistical Methods and Bayesian Inference

OpenAlex topic; a paper is listed when OpenAlex scores it at least 0.5 for this topic.

Neuroscience·Frontiers in NeurosciencePeer-reviewed·Sep 15, 2017
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Variational Bayesian parameter estimation techniques for the general linear model
Ludger Starke, Dirk Ostwald
The paper provides a theoretical and practical analysis of variational Bayes, VML, ReML, and ML methods applied to the general linear model in fMRI data analysis.
10 citations
statistical model·Bayesian inference
·𝕏 Post·Bluesky
Neuroscience·Frontiers in Human NeurosciencePeer-reviewed·Aug 2, 2017
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When null hypothesis significance testing is unsuitable for research: a reassessment
Dénes Szűcs, John P. A. Ioannidis
The paper critiques null hypothesis significance testing (NHST) and advocates for alternative statistical methods in biomedical and psychological research.
297 citationstop 1%
statistical model·benchmarking
·𝕏 Post·Bluesky