Pith Number

pith:6AZYSRSL

pith:2024:6AZYSRSLC3EZW3Y3NTDPBT5H44

not attested not anchored not stored refs pending

A Scalable Variational Bayes Approach to Fit High-dimensional Spatial Generalized Linear Mixed Models

Ben Seiyon Lee, Jin Hyung Lee

arxiv:2402.15705 v3 · 2024-02-24 · 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{6AZYSRSLC3EZW3Y3NTDPBT5H44}

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.

Cited by

1 paper in Pith

A Cubing Strategy for Identifying Stable Hyperparameter Regions for Uncertainty Quantification in Spatial Deep Learning

Receipt and verification

First computed	2026-07-05T10:04:37.919947Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f03389464b16c99b6f1b6cc6f0cfa7e726e49746ad9a13beb5c7c6844e47abba

Aliases

arxiv: 2402.15705 · arxiv_version: 2402.15705v3 · doi: 10.48550/arxiv.2402.15705 · pith_short_12: 6AZYSRSLC3EZ · pith_short_16: 6AZYSRSLC3EZW3Y3 · pith_short_8: 6AZYSRSL

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/6AZYSRSLC3EZW3Y3NTDPBT5H44 \
  | 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: f03389464b16c99b6f1b6cc6f0cfa7e726e49746ad9a13beb5c7c6844e47abba

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b80bd773ad8a2294bd8556dd06658920929c2c0aaedb0c338415aa0af9fe1d93",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ME",
    "submitted_at": "2024-02-24T03:44:13Z",
    "title_canon_sha256": "5f29181eef3647eab3a210f8e1bb52be35689ae607a1d8489d52bf310780c410"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.15705",
    "kind": "arxiv",
    "version": 3
  }
}