Pith Number

pith:JGG6LBM7

pith:2025:JGG6LBM7T2DEPPRWO3SLA64AUS

not attested not anchored not stored refs pending

Finite-sample bias-variance tradeoff with variables related to trial participation inserted into causal forest models for ensuring generalizability

Etsuji Suzuki, Konan Hara, Rikuta Hamaya

arxiv:2506.12296 v3 · 2025-06-14 · stat.ME · stat.AP

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{JGG6LBM7T2DEPPRWO3SLA64AUS}

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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.

Receipt and verification

First computed	2026-05-17T23:39:01.260675Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

498de5859f9e8647be3676e4b07b80a48ddecb92d312a38de0dcd9b4244185ec

Aliases

arxiv: 2506.12296 · arxiv_version: 2506.12296v3 · doi: 10.48550/arxiv.2506.12296 · pith_short_12: JGG6LBM7T2DE · pith_short_16: JGG6LBM7T2DEPPRW · pith_short_8: JGG6LBM7

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/JGG6LBM7T2DEPPRWO3SLA64AUS \
  | 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: 498de5859f9e8647be3676e4b07b80a48ddecb92d312a38de0dcd9b4244185ec

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "13da27cef46eef1addf3183f22456d8b94e5b4607cc0d9e9e9ebb96fead2cdc0",
    "cross_cats_sorted": [
      "stat.AP"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "stat.ME",
    "submitted_at": "2025-06-14T01:17:59Z",
    "title_canon_sha256": "a83697874b1b09f7f860b20f71bae6083a067f56a2d66cb520d8e83ea697fb53"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.12296",
    "kind": "arxiv",
    "version": 3
  }
}