Pelajari ENA melalui keputusan analisis.

9 pelajaran

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Mean network comparison with both groups' ENA points. Original figure from the ENA and ONA tutorial by Tan and colleagues (2024).

PemodelanMenengah30 menit9 Agu 2026

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.

Isi tutorial yang telah ditinjau saat ini tersedia dalam bahasa Inggris.

webENAmoving stanza windowgroup comparison

Buka tutorial

Tan et al. (2024), figure 8 · CC BY 4.0

Mean network for all units in the expert model. Original figure from the ENA and ONA tutorial by Tan and colleagues (2024).

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.

Isi tutorial yang telah ditinjau saat ini tersedia dalam bahasa Inggris.

sphere normalizationSVD projectionmeans rotation

Buka tutorial

Tan et al. (2024), figure 27 · CC BY 4.0

FirstGame ENA points, mean, and confidence interval. Original figure from the ENA and ONA tutorial by Tan and colleagues (2024).

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.

Isi tutorial yang telah ditinjau saat ini tersedia dalam bahasa Inggris.

uncertaintybootstrapconfidence interval

Buka tutorial

Tan et al. (2024), figure 4 · CC BY 4.0

FirstGame mean network and ENA points. Original figure from the ENA and ONA tutorial by Tan and colleagues (2024).

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.

Isi tutorial yang telah ditinjau saat ini tersedia dalam bahasa Inggris.

means rotationtwo-group contrastMR1

Buka tutorial

Tan et al. (2024), figure 5 · CC BY 4.0

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.

Isi tutorial yang telah ditinjau saat ini tersedia dalam bahasa Inggris.

singular value decompositionco-registrationvariance explained

Buka tutorial

Tan et al. (2024), figure 27 · CC BY 4.0

Constructing an ENA model in rENA. Original figure from the ENA and ONA tutorial by Tan and colleagues (2024).

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.

Isi tutorial yang telah ditinjau saat ini tersedia dalam bahasa Inggris.

cross-implementation parityrENAjENA

Buka tutorial

Tan et al. (2024), tutorial example · CC BY 4.0