Pith Number

pith:VZTG22SG

pith:2025:VZTG22SG7AI4Z4F53HQZGU3P54

not attested not anchored not stored refs pending

Towards an Asymptotic Efficiency Theory on Regular Parameter Manifolds

Lin Liu, Lvfang Sun, Zhenhua Lin

arxiv:2510.13703 v2 · 2025-10-15 · math.ST · stat.ML · 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{VZTG22SG7AI4Z4F53HQZGU3P54}

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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

Nuisance parameters and elliptically symmetric distributions: a geometric approach to parametric and semiparametric efficiency

Receipt and verification

First computed	2026-07-14T01:20:47.108719Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ae666d6a46f811ccf0bdd9e193536fef0da3d29e8bf7f27375f25a9f80eea824

Aliases

arxiv: 2510.13703 · arxiv_version: 2510.13703v2 · doi: 10.48550/arxiv.2510.13703 · pith_short_12: VZTG22SG7AI4 · pith_short_16: VZTG22SG7AI4Z4F5 · pith_short_8: VZTG22SG

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/VZTG22SG7AI4Z4F53HQZGU3P54 \
  | 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: ae666d6a46f811ccf0bdd9e193536fef0da3d29e8bf7f27375f25a9f80eea824

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c4404daea24e91673a9d30bdc832ccb33f6a17681bb892461d2b77b4e47946a6",
    "cross_cats_sorted": [
      "stat.ML",
      "stat.TH"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "math.ST",
    "submitted_at": "2025-10-15T16:00:38Z",
    "title_canon_sha256": "6247f468a8ade74f6be92387141de03656d9b6c65c15d8a13d82006f10110692"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2510.13703",
    "kind": "arxiv",
    "version": 2
  }
}