Information Flow · Network-Adaptive Efficiency (NAMH)
namh_te
NAMH Transfer Entropy — raw magnitude (published namh). Per-window raw KSG transfer-entropy magnitude (Kraskov et al. 2004) for all directed market pairs, via the PUBLISHED namh package (Bhandari & Sahu 2026) — the paper's own te_matrix (Euclidean RANN variant; distinct from the engine's max-norm ksg_te), not a reimplementation. DETERMINISTIC (no surrogates) → reproduce-eligible: te_mean/te_sd match 03_te_summary.csv to ≈5e-9. Effective TE / edge p-values need IAAFT surrogates (unseeded → not bit-reproducible) and are NOT computed here. One window ≈10s — pass window_index for a single window; the full 20-window panel exceeds the sync timeout (job-server territory).
Identity
version 1.0.0 · capability information-flow · min_obs 252 · runner r (namh_te.R)
Primitives
P3
Composes with
not yet a catalog field — operator-composition metadata lands with Pathway F; nothing is invented here.
Parameters
| name | type | req | values / range |
|---|
| series | series (n=2–24) | optional | |
| window | int | optional | |
| step | int | optional | |
| k_nn | int | optional | |
| lx | int | optional | |
| ly | int | optional | |
| window_index | int | optional | |
Returns
method,dataset,config,n_series,n_windows,per_window,note,source
Paper
none — honest: a substrate method; no single companion paper claims it.
Changelog
[object Object]
Run it
curl -s -X POST https://shssm-compute-b7ui3oxaqq-el.a.run.app/api/compute/run \
-H "Content-Type: application/json" \
-d '{"method":"namh_te","params":{"series":["India","USA"]}}'