Pith Number

pith:WHMWQZYA

pith:2026:WHMWQZYA3FS4XJ22ORRHA4SZJC

not attested not anchored not stored refs pending

Addressing errors in multiple variables using generalized raking and cumulative probability models

Bryan E. Shepherd, Chun Li, Eric S. Kawaguchi, Frank E. Harrell Jr., Pamela A. Shaw, Thomas Lumley

arxiv:2605.31567 v1 · 2026-05-29 · stat.ME · stat.AP

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{WHMWQZYA3FS4XJ22ORRHA4SZJC}

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	2026-06-01T02:04:13.496816Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b1d9686700d965cba75a74627072594880b47c952b6ca2a514f1bc437d8f64ac

Aliases

arxiv: 2605.31567 · arxiv_version: 2605.31567v1 · doi: 10.48550/arxiv.2605.31567 · pith_short_12: WHMWQZYA3FS4 · pith_short_16: WHMWQZYA3FS4XJ22 · pith_short_8: WHMWQZYA

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/WHMWQZYA3FS4XJ22ORRHA4SZJC \
  | 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: b1d9686700d965cba75a74627072594880b47c952b6ca2a514f1bc437d8f64ac

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "825eef1e5c01d8614b544c5a8d33c20866bb6774490c133b7efc7f6b70c904b8",
    "cross_cats_sorted": [
      "stat.AP"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "stat.ME",
    "submitted_at": "2026-05-29T17:34:03Z",
    "title_canon_sha256": "962bd404cf1799a1bdd9cd5322f484f1652f58a4c2d1774df074c186487617b3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.31567",
    "kind": "arxiv",
    "version": 1
  }
}