Pith Number

pith:CVRO2RGH

pith:2023:CVRO2RGHAGPDHUOPNV7NS6WZI3

not attested not anchored not stored refs pending

Rapid and Scalable Bayesian AB Testing

Andrew Maher, Bud Goswami, Christian Pangerl, Jae Hyeon Bae, Jamie Martin, Srivas Chennu, Subash Prabanantham

arxiv:2307.14628 v1 · 2023-07-27 · cs.LG · 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{CVRO2RGHAGPDHUOPNV7NS6WZI3}

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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.

Cited by

1 paper in Pith

Bayesian Inference Procedures for A/B Testing: An Overview

Receipt and verification

First computed	2026-07-05T06:35:15.719079Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1562ed44c7019e33d1cf6d7ed97ad946e3fa1d814129ec0931c1efe3fdc1f6af

Aliases

arxiv: 2307.14628 · arxiv_version: 2307.14628v1 · doi: 10.48550/arxiv.2307.14628 · pith_short_12: CVRO2RGHAGPD · pith_short_16: CVRO2RGHAGPDHUOP · pith_short_8: CVRO2RGH

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/CVRO2RGHAGPDHUOPNV7NS6WZI3 \
  | 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: 1562ed44c7019e33d1cf6d7ed97ad946e3fa1d814129ec0931c1efe3fdc1f6af

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "02e2039a05578df3944a49679fdb58961d5b4e265a39cb11378cebfc4c65d473",
    "cross_cats_sorted": [
      "stat.ME"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-07-27T05:08:49Z",
    "title_canon_sha256": "5c3184ddaf85042848937e1bbaa7759516102d51977c0429d08ad52c3cf96488"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2307.14628",
    "kind": "arxiv",
    "version": 1
  }
}