Pith Number

pith:3S6OWT43

pith:2021:3S6OWT434HEA2NCO5AG3F2GAIB

not attested not anchored not stored refs pending

Federated Estimation of Causal Effects from Observational Data

Thanh Vinh Vo, Trong Nghia Hoang, Tze-Yun Leong, Young Lee

arxiv:2106.00456 v1 · 2021-05-31 · stat.ME · cs.AI · cs.CR · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{3S6OWT434HEA2NCO5AG3F2GAIB}

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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

Explainable Federated Bayesian Causal Inference and Its Application in Advanced Manufacturing

Receipt and verification

First computed	2026-07-05T02:45:04.802520Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

dcbceb4f9be1c80d344ee80db2e8c0404d2cc42f6265df7d8c12ce63a8495856

Aliases

arxiv: 2106.00456 · arxiv_version: 2106.00456v1 · doi: 10.48550/arxiv.2106.00456 · pith_short_12: 3S6OWT434HEA · pith_short_16: 3S6OWT434HEA2NCO · pith_short_8: 3S6OWT43

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/3S6OWT434HEA2NCO5AG3F2GAIB \
  | 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: dcbceb4f9be1c80d344ee80db2e8c0404d2cc42f6265df7d8c12ce63a8495856

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2aa2e757d7a64a2c7e9edbcd774d4474e95b65c39fd9f4f35037189c8b1477de",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CR",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ME",
    "submitted_at": "2021-05-31T08:06:00Z",
    "title_canon_sha256": "7cc0f9fc53a4e94216f829bc9e1d564f0f601db30221846df79149e92f023e76"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2106.00456",
    "kind": "arxiv",
    "version": 1
  }
}