Pith Number

pith:WULYC63T

pith:2013:WULYC63TZUZFON4SABEIZ4LUJG

not attested not anchored not stored refs pending

Efficient variational inference for generalized linear mixed models with large datasets

Anthony Y.C. Kuk, David J Nott, Minh-Ngoc Tran, Robert Kohn

arxiv:1307.7963 v2 · 2013-07-30 · 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{WULYC63TZUZFON4SABEIZ4LUJG}

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	2026-05-18T03:16:28.142710Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b517817b73cd3257379200488cf17449af1a52493cf6b5d7b9abb1c9617c43d7

Aliases

arxiv: 1307.7963 · arxiv_version: 1307.7963v2 · doi: 10.48550/arxiv.1307.7963 · pith_short_12: WULYC63TZUZF · pith_short_16: WULYC63TZUZFON4S · pith_short_8: WULYC63T

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/WULYC63TZUZFON4SABEIZ4LUJG \
  | 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: b517817b73cd3257379200488cf17449af1a52493cf6b5d7b9abb1c9617c43d7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f540e826af1f4de20d79ba830ff80ff0448ebe6bbeeac32571095f8e098c2ac7",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ME",
    "submitted_at": "2013-07-30T13:11:47Z",
    "title_canon_sha256": "28b17425d5c289ff49a6c4a4367ed4d3bd79d11344bb3191fe6b45fdda0f57a0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1307.7963",
    "kind": "arxiv",
    "version": 2
  }
}