Pith Number

pith:JDQPNZJJ

pith:2023:JDQPNZJJHSXRSGOVDN65WJ3XFG

not attested not anchored not stored refs pending

Distribution-free inference with hierarchical data

Rebecca Willett, Rina Foygel Barber, Yonghoon Lee

arxiv:2306.06342 v4 · 2023-06-10 · math.ST · stat.ME · 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{JDQPNZJJHSXRSGOVDN65WJ3XFG}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

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

3 papers in Pith

Full Conformal Prediction under Stochastic Non-Conformity Measure

Conditional Predictive Inference for General Structured Data with Group Symmetries

Theoretical Foundations of Conformal Prediction

Receipt and verification

First computed	2026-07-05T11:47:09.585398Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

48e0f6e5293caf1919d51b7ddb277729b4e7ad98480ec1a20f01a1d68f3d9b29

Aliases

arxiv: 2306.06342 · arxiv_version: 2306.06342v4 · doi: 10.48550/arxiv.2306.06342 · pith_short_12: JDQPNZJJHSXR · pith_short_16: JDQPNZJJHSXRSGOV · pith_short_8: JDQPNZJJ

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/JDQPNZJJHSXRSGOVDN65WJ3XFG \
  | 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: 48e0f6e5293caf1919d51b7ddb277729b4e7ad98480ec1a20f01a1d68f3d9b29

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a0d1e90e1c5463f03411e6c5f1d6c1a9eae005244d2735c1863a31e9f5a26dd7",
    "cross_cats_sorted": [
      "stat.ME",
      "stat.TH"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "math.ST",
    "submitted_at": "2023-06-10T05:00:16Z",
    "title_canon_sha256": "9c08cb5402264c238f1e80666b1517c850f1a67d829c6a3f9c7046adc81250e2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2306.06342",
    "kind": "arxiv",
    "version": 4
  }
}