Pith Number

pith:IOP3FWQP

pith:2015:IOP3FWQPUJEKLAA7PUZPJGDYSQ

not attested not anchored not stored refs pending

On the Data Augmentation Algorithm for Bayesian Multivariate Linear Regression with Non-Gaussian Errors

James P. Hobert, Qian Qin

arxiv:1512.01734 v1 · 2015-12-06 · math.ST · stat.TH

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{IOP3FWQPUJEKLAA7PUZPJGDYSQ}

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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	2026-05-18T01:25:09.212305Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

439fb2da0fa248a5801f7d32f498789400cc77826c1e05972b6d91a3d658c3aa

Aliases

arxiv: 1512.01734 · arxiv_version: 1512.01734v1 · doi: 10.48550/arxiv.1512.01734 · pith_short_12: IOP3FWQPUJEK · pith_short_16: IOP3FWQPUJEKLAA7 · pith_short_8: IOP3FWQP

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/IOP3FWQPUJEKLAA7PUZPJGDYSQ \
  | 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: 439fb2da0fa248a5801f7d32f498789400cc77826c1e05972b6d91a3d658c3aa

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "12ab40bb9d71f14e7e3eaa0b144aabebbf8163fb8d8186f63946272c47ef86fe",
    "cross_cats_sorted": [
      "stat.TH"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "math.ST",
    "submitted_at": "2015-12-06T04:03:26Z",
    "title_canon_sha256": "4978b9003a62e5dbf120532dddcf8bf185eb9bd81ea0297416fc1df8b9af9f98"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1512.01734",
    "kind": "arxiv",
    "version": 1
  }
}