Pith Number

pith:HB7OYOC5

pith:2025:HB7OYOC5T7KQNUO5B5GHFGA4OG

not attested not anchored not stored refs pending

Scalable Krylov Subspace Methods for Generalized Mixed-Effects Models with Crossed Random Effects

Fabio Sigrist, Pascal K\"undig

arxiv:2505.09552 v3 · 2025-05-14 · stat.ME · cs.LG · stat.ML

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{HB7OYOC5T7KQNUO5B5GHFGA4OG}

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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

Laplace Approximations for Mixed-Effects and Gaussian Process Quantile Regression

Receipt and verification

First computed	2026-05-17T23:39:18.026666Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

387eec385d9fd506d1dd0f4c72981c71aceeb8e86694f5a8a70cd9923cb28e81

Aliases

arxiv: 2505.09552 · arxiv_version: 2505.09552v3 · doi: 10.48550/arxiv.2505.09552 · pith_short_12: HB7OYOC5T7KQ · pith_short_16: HB7OYOC5T7KQNUO5 · pith_short_8: HB7OYOC5

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/HB7OYOC5T7KQNUO5B5GHFGA4OG \
  | 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: 387eec385d9fd506d1dd0f4c72981c71aceeb8e86694f5a8a70cd9923cb28e81

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "105eae17897efa6c56079ee2dbf5c692ead554e35cb3df0aeea253eb6b7530d6",
    "cross_cats_sorted": [
      "cs.LG",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ME",
    "submitted_at": "2025-05-14T16:50:19Z",
    "title_canon_sha256": "74efb6603c3da96de357728038110fd446cc4ef9e24edf7403767664222531b3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.09552",
    "kind": "arxiv",
    "version": 3
  }
}