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Ten Suggestions for Better Inference in Population Neuroscience Studies

Wesley K Thompson1, Chun-Chieh Fan1, Evan J White2

  • 1Laureate Institute for Brain Research, Tulsa, Oklahoma; Center for Population Neuroscience and Genetics, Tulsa, Oklahoma.

Biological Psychiatry. Cognitive Neuroscience and Neuroimaging
|April 1, 2025
PubMed
Summary

No abstract available in PubMed .

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Mechanistic models are utilized in individual analysis using single-source data, but imperfections arise due to data collection errors, preventing perfect prediction of observed data. The mathematical equation involves known values (Xi), observed concentrations (Ci), measurement errors (εi), model parameters (ϕj), and the related function (ƒi) for i number of values. Different least-squares metrics quantify differences between predicted and observed values. The ordinary least...
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