Pith Number

pith:UOI2SK5O

pith:2024:UOI2SK5OZEUGMDIGVOJRSRKFCP

not attested not anchored not stored refs pending

Scalable and Calibrated Sampling for Bayesian Generalized Linear Mixed Model via Stochastic Gradient Markov Chain Monte Carlo

Andrea Agazzi, Felipe A. Medeiros, Samuel I. Berchuck, Youngsoo Baek

arxiv:2403.03007 v4 · 2024-03-05 · stat.CO · stat.ME · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{UOI2SK5OZEUGMDIGVOJRSRKFCP}

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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

Safe, Scalable, and Accurate Bayes Posterior Sampling for Large-Data Generalized Linear Mixed Models

Receipt and verification

First computed	2026-06-30T02:16:47.781105Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a391a92baec928660d06ab9319454513db9e7fa9f61bdf973ade4575c6fad375

Aliases

arxiv: 2403.03007 · arxiv_version: 2403.03007v4 · doi: 10.48550/arxiv.2403.03007 · pith_short_12: UOI2SK5OZEUG · pith_short_16: UOI2SK5OZEUGMDIG · pith_short_8: UOI2SK5O

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/UOI2SK5OZEUGMDIGVOJRSRKFCP \
  | 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: a391a92baec928660d06ab9319454513db9e7fa9f61bdf973ade4575c6fad375

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "89daf9a8bbf93273382881be56500d46474e66faa03c543d40e06502ee06b843",
    "cross_cats_sorted": [
      "stat.ME",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.CO",
    "submitted_at": "2024-03-05T14:35:34Z",
    "title_canon_sha256": "b4e8e2043b40ff0d66e330914e1f4408b41d399e5c928f7114bb32a8748d3c68"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2403.03007",
    "kind": "arxiv",
    "version": 4
  }
}