Pith Number

pith:Q5KQLFVP

pith:2025:Q5KQLFVPPDIM4VVTPSANF6CJ77

not attested not anchored not stored refs pending

Two-stage MCMC for Fast Bayesian Inference of Large Spatio-temporal Ordinal Data, with Application to US Drought

Rob Erhardt, Staci Hepler

arxiv:2505.24594 v1 · 2025-05-30 · 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{Q5KQLFVPPDIM4VVTPSANF6CJ77}

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

Making Recursive Bayesian Inference Robust

Receipt and verification

First computed	2026-07-05T11:12:52.896496Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

87550596af78d0ce56b37c80d2f849ffde8cca96cdb5fc1564146dfd3ee3ec2d

Aliases

arxiv: 2505.24594 · arxiv_version: 2505.24594v1 · doi: 10.48550/arxiv.2505.24594 · pith_short_12: Q5KQLFVPPDIM · pith_short_16: Q5KQLFVPPDIM4VVT · pith_short_8: Q5KQLFVP

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/Q5KQLFVPPDIM4VVTPSANF6CJ77 \
  | 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: 87550596af78d0ce56b37c80d2f849ffde8cca96cdb5fc1564146dfd3ee3ec2d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "db73aced684f2438f516c7ad83e16fe0f22464e43d74f2f190152c28a2692dfd",
    "cross_cats_sorted": [
      "stat.AP"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "stat.ME",
    "submitted_at": "2025-05-30T13:41:34Z",
    "title_canon_sha256": "05f66509945df43d09582fe91b485fa3033221ae0cbdbc2c62110d7cdf182bea"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.24594",
    "kind": "arxiv",
    "version": 1
  }
}