Pith Number

pith:XMWZ3VKF

pith:2025:XMWZ3VKFOUFYO25GZOBQR66NHK

not attested not anchored not stored refs pending

G-HIVE: Parameter Estimation and Approximate Inference for Multivariate Response Generalized Linear Models with Hidden Variables

Inbeom Lee, Yang Ning

arxiv:2509.00196 v1 · 2025-08-29 · stat.ME · 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{XMWZ3VKFOUFYO25GZOBQR66NHK}

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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

Inference on Generalized Latent Variable Models with High-Dimensional Responses and Covariates

Receipt and verification

First computed	2026-07-05T12:02:11.087824Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

bb2d9dd545750b876ba6cb8308fbcd3abd253abdbd57131f230114c76fca74b9

Aliases

arxiv: 2509.00196 · arxiv_version: 2509.00196v1 · doi: 10.48550/arxiv.2509.00196 · pith_short_12: XMWZ3VKFOUFY · pith_short_16: XMWZ3VKFOUFYO25G · pith_short_8: XMWZ3VKF

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/XMWZ3VKFOUFYO25GZOBQR66NHK \
  | 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: bb2d9dd545750b876ba6cb8308fbcd3abd253abdbd57131f230114c76fca74b9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "22fab209218206b8d2545a4c1f4997100c3e4d2b2a927e8a04764d48468b70cc",
    "cross_cats_sorted": [
      "math.ST",
      "stat.TH"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "stat.ME",
    "submitted_at": "2025-08-29T19:13:52Z",
    "title_canon_sha256": "42527bb650f05090d7e9fd1cf5904fc9eb6ccbf95708e0c5cb990b559fd67667"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2509.00196",
    "kind": "arxiv",
    "version": 1
  }
}