Pelajari ENA melalui keputusan analisis.

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PemodelanMenengah30 menit9 Agu 2026
Pelajaran Akademi ENA 03

Build and Compare an ENA Model

Configure units, conversations, codes, and a stanza window in webENA, then compare networks without confusing visual separation with statistical evidence.

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webENAmoving stanza windowgroup comparison
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PemodelanMenengah35 menit12 Agu 2026
Pelajaran Akademi ENA 05

Audit ENA Normalization, Projection, and Rotation

Separate connection accumulation from normalization and dimensional reduction, then justify whether an SVD or two-group means rotation answers the research question.

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sphere normalizationSVD projectionmeans rotation
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PemodelanMenengah35 menit29 Jul 2026
Pelajaran Akademi ENA 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.

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uncertaintybootstrapconfidence interval
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PemodelanMenengah35 menit30 Jul 2026
Pelajaran Akademi ENA 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.

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means rotationtwo-group contrastMR1
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PemodelanMenengah35 menit31 Jul 2026
Pelajaran Akademi ENA 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.

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singular value decompositionco-registrationvariance explained
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PemodelanMenengah35 menit1 Agu 2026
Pelajaran Akademi ENA 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.

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cross-implementation parityrENAjENA
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