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GAM-of-1 Analyses: A Tutorial on Leveraging Generalized Additive Models for Rich and Complex N-of-1 Data

2026-03-28

Abstract excerpt

<p>Average effects models such as regression analyses smooth over the individual differences naturally present in populations. This prevents researchers, practitioners, and other stakeholders from understanding individual-level insights about patients, students, and other subjects of interest. The n-of-1 design has become increasingly more popular in recent years for modeling fine-grained data from experimental in...

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Literature Corpus work
3edcb7c7-29dd-5876-a7de-e61fd4605b4e
DOI
10.31234/osf.io/fqj9g_v1
Open publication

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GAM-of-1 Analyses: A Tutorial on Leveraging Generalized Additive Models for Rich and Complex N-of-1 DataDOI 10.31234/osf.io/fqj9g_v1
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