Pith Number

pith:FF6ZTM72

pith:2023:FF6ZTM72ORKRES22BEFOFUB66B

not attested not anchored not stored refs pending

Statistical Performance Guarantee for Subgroup Identification with Generic Machine Learning

Kosuke Imai, Michael Lingzhi Li

arxiv:2310.07973 v3 · 2023-10-12 · stat.ME · math.OC · stat.AP · stat.ML

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{FF6ZTM72ORKRES22BEFOFUB66B}

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

1 paper in Pith

Adaptive discovery of effect modification in matched observational studies

Receipt and verification

First computed	2026-07-05T12:01:52.557934Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

297d99b3fa7455124b5a090ae2d03ef0698a2e9b3431f8028fd7b9b29a7a466b

Aliases

arxiv: 2310.07973 · arxiv_version: 2310.07973v3 · doi: 10.48550/arxiv.2310.07973 · pith_short_12: FF6ZTM72ORKR · pith_short_16: FF6ZTM72ORKRES22 · pith_short_8: FF6ZTM72

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/FF6ZTM72ORKRES22BEFOFUB66B \
  | 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: 297d99b3fa7455124b5a090ae2d03ef0698a2e9b3431f8028fd7b9b29a7a466b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "29d8ee1f3ecf57fc1a7b4bc2768f2b2117ebce2ddbbdf11ac50ce7a5c9494b1e",
    "cross_cats_sorted": [
      "math.OC",
      "stat.AP",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "stat.ME",
    "submitted_at": "2023-10-12T01:41:47Z",
    "title_canon_sha256": "a44f3684566febbec25539fcbd8feb404db6505ea83efb8d96a7c961d8cfab8b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.07973",
    "kind": "arxiv",
    "version": 3
  }
}