Pith Number

pith:ZL33BLGL

pith:2023:ZL33BLGLLURJ76DNG7GDZSTZL3

not attested not anchored not stored refs pending

Neural Bayes estimators for censored inference with peaks-over-threshold models

Andrew Zammit-Mangion, Jordan Richards, Matthew Sainsbury-Dale, Rapha\"el Huser

arxiv:2306.15642 v4 · 2023-06-27 · stat.ME · stat.ML

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\usepackage{pith}
\pithnumber{ZL33BLGLLURJ76DNG7GDZSTZL3}

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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

A Generalized Unified Skew-Normal Process with Neural Bayes Inference

Receipt and verification

First computed	2026-07-05T08:33:30.817614Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

caf7b0accb5d229ff86d37cc3cca795ee31a7b1224466865244057f3822ba384

Aliases

arxiv: 2306.15642 · arxiv_version: 2306.15642v4 · doi: 10.48550/arxiv.2306.15642 · pith_short_12: ZL33BLGLLURJ · pith_short_16: ZL33BLGLLURJ76DN · pith_short_8: ZL33BLGL

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/ZL33BLGLLURJ76DNG7GDZSTZL3 \
  | 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: caf7b0accb5d229ff86d37cc3cca795ee31a7b1224466865244057f3822ba384

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "99a95a35263f7a3043ffe2fd1ea0f4ab0f089c4b2d930db1f687e4d2a8830e4e",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ME",
    "submitted_at": "2023-06-27T17:36:14Z",
    "title_canon_sha256": "f2d7b643eee61d1e1c2c8506f4cca8f5f29c16c35589366b868bd8659d7613ef"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2306.15642",
    "kind": "arxiv",
    "version": 4
  }
}