Pith Number

pith:QVCAZ3RP

pith:2025:QVCAZ3RPDD2YBNVN3VQOKNYMOR

not attested not anchored not stored refs pending

Universal Log-Optimality for General Classes of e-processes and Sequential Hypothesis Tests

Ian Waudby-Smith, Michael I. Jordan, Ricardo Sandoval

arxiv:2504.02818 v1 · 2025-04-03 · math.ST · stat.ME · stat.TH

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{QVCAZ3RPDD2YBNVN3VQOKNYMOR}

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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

4 papers in Pith

Sequential Structure-Sensitive Residual Diagnostics for PDE Inverse Problems

Adaptive Sequential Change Detection using Mixtures of Predictive Distributions

Semi-Supervised Hypothesis Testing by Betting on Predictions

Betting on Bets: Anytime-Valid Tests for Stochastic Dominance

Receipt and verification

First computed	2026-07-05T10:44:02.759059Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

85440cee2f18f580b6addd60e5370c744802c704fa14b450f6843c9a68c9659b

Aliases

arxiv: 2504.02818 · arxiv_version: 2504.02818v1 · doi: 10.48550/arxiv.2504.02818 · pith_short_12: QVCAZ3RPDD2Y · pith_short_16: QVCAZ3RPDD2YBNVN · pith_short_8: QVCAZ3RP

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/QVCAZ3RPDD2YBNVN3VQOKNYMOR \
  | 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: 85440cee2f18f580b6addd60e5370c744802c704fa14b450f6843c9a68c9659b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0db00a4d4a97a01382aee9d777dc1b42982e248e2f5485994c8ac65b1a69a616",
    "cross_cats_sorted": [
      "stat.ME",
      "stat.TH"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "math.ST",
    "submitted_at": "2025-04-03T17:58:10Z",
    "title_canon_sha256": "df79a2748619cd89aa92269812f6c97fe5bd9bf14145207d4d886d8edba85cf8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2504.02818",
    "kind": "arxiv",
    "version": 1
  }
}