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FirstGame ENA points, mean, and confidence interval. Original figure from the ENA and ONA tutorial by Tan and colleagues (2024).
ModellierungMittelstufe35 Min.29. Juli 2026
Lektion der ENA-Akademie 12

Quantify Uncertainty Around ENA Comparisons

Use the shared synthetic design-talk dataset to practise representing the sampling uncertainty around group locations, edge differences, and effect estimates instead of treating plotted means as exact, document the decision, test a defensible alternative, and keep every interpretation tied to source evidence.

Der geprüfte Tutorialtext ist derzeit auf Englisch verfügbar.

uncertaintybootstrapconfidence interval
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FirstGame mean network and ENA points. Original figure from the ENA and ONA tutorial by Tan and colleagues (2024).
ModellierungMittelstufe35 Min.30. Juli 2026
Lektion der ENA-Akademie 13

Use Means Rotation for a Prespecified Two-Group Question

Use the shared synthetic design-talk dataset to practise deciding when the first ENA axis should align with the difference between exactly two prespecified group means, document the decision, test a defensible alternative, and keep every interpretation tied to source evidence.

Der geprüfte Tutorialtext ist derzeit auf Englisch verfügbar.

means rotationtwo-group contrastMR1
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Mean network for all units in the expert model. Original figure from the ENA and ONA tutorial by Tan and colleagues (2024).
ModellierungMittelstufe35 Min.31. Juli 2026
Lektion der ENA-Akademie 14

Interpret SVD Dimensions and Co-registration

Use the shared synthetic design-talk dataset to practise understanding what SVD axes summarize and whether network node positions are aligned well enough with projected unit coordinates for interpretation, document the decision, test a defensible alternative, and keep every interpretation tied to source evidence.

Der geprüfte Tutorialtext ist derzeit auf Englisch verfügbar.

singular value decompositionco-registrationvariance explained
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Constructing an ENA model in rENA. Original figure from the ENA and ONA tutorial by Tan and colleagues (2024).
ModellierungMittelstufe35 Min.1. Aug. 2026
Lektion der ENA-Akademie 15

Reproduce an ENA Model Across Implementations

Use the shared synthetic design-talk dataset to practise checking whether two ENA implementations produce equivalent accumulated connections, normalized vectors, projections, and interpretations under matched settings, document the decision, test a defensible alternative, and keep every interpretation tied to source evidence.

Der geprüfte Tutorialtext ist derzeit auf Englisch verfügbar.

cross-implementation parityrENAjENA
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