Pith. sign in
Pith Number

pith:C22GR3PU

pith:2025:C22GR3PU4QBMW7UISTW2LW4X2U
not attested not anchored not stored refs pending

Unifying Statistical and Mathematical Modeling Through a Causal Inference Lens

Paul N Zivich

arxiv:2511.01960 v3 · 2025-11-03 · stat.OT · q-bio.OT

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{C22GR3PU4QBMW7UISTW2LW4X2U}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

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.
Receipt and verification
First computed 2026-07-02T00:18:25.857266Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

16b468edf4e402cb7e8894eda5db97d52162d0f5eb3b89a1bf62b57482995dc3

Aliases

arxiv: 2511.01960 · arxiv_version: 2511.01960v3 · doi: 10.48550/arxiv.2511.01960 · pith_short_12: C22GR3PU4QBM · pith_short_16: C22GR3PU4QBMW7UI · pith_short_8: C22GR3PU
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/C22GR3PU4QBMW7UISTW2LW4X2U \
  | 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: 16b468edf4e402cb7e8894eda5db97d52162d0f5eb3b89a1bf62b57482995dc3
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "8aa8d939f244959a996f76cdaf743a4b9fd4668c4088389320a1a21770531fa3",
    "cross_cats_sorted": [
      "q-bio.OT"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "stat.OT",
    "submitted_at": "2025-11-03T18:21:50Z",
    "title_canon_sha256": "72427c1a5f9c603965a765c84f3db78183921ea45b5c2db64476ad8c9d421ff5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2511.01960",
    "kind": "arxiv",
    "version": 3
  }
}