Pith Number

pith:JAOMQDI7

pith:2025:JAOMQDI725A3GBD2DDDX4UXGKF

not attested not anchored not stored refs pending

Re-examining Granger Causality with Causal Bayesian Networks and Reichenbachs Principles

S. A. Adedayo

arxiv:2501.02672 v2 · 2025-01-05 · stat.ML · cs.LG · econ.EM · stat.ME

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{JAOMQDI725A3GBD2DDDX4UXGKF}

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Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Cited by

1 paper in Pith

Markovianity-Based Conditioning Depth Diagnostics for Hidden Confounding in Observational Datasets

Receipt and verification

First computed	2026-05-26T02:03:47.764598Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

481cc80d1fd741b3047a18c77e52e651585ef5f73f4fd49d17644904deb60fb7

Aliases

arxiv: 2501.02672 · arxiv_version: 2501.02672v2 · doi: 10.48550/arxiv.2501.02672 · pith_short_12: JAOMQDI725A3 · pith_short_16: JAOMQDI725A3GBD2 · pith_short_8: JAOMQDI7

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/JAOMQDI725A3GBD2DDDX4UXGKF \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: 481cc80d1fd741b3047a18c77e52e651585ef5f73f4fd49d17644904deb60fb7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "37539f28237caeac5a9f84b9767aac027bd06694455825ab0f2832e24ea34a5f",
    "cross_cats_sorted": [
      "cs.LG",
      "econ.EM",
      "stat.ME"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2025-01-05T21:49:19Z",
    "title_canon_sha256": "623dd9a2a589d228346a7b820e7d8d0c0efc59ed4eedaa0e7b40ca000afc4976"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.02672",
    "kind": "arxiv",
    "version": 2
  }
}