Pith Number

pith:4ODHHUQ2

pith:2024:4ODHHUQ2OX6LCAWUTGSQW2UHMT

not attested not anchored not stored refs pending

Causal machine learning methods and use of cross-fitting in settings with high-dimensional confounding

John B. Carlin, Margarita Moreno-Betancur, Stijn Vansteelandt, Susan Ellul

arxiv:2405.15242 v3 · 2024-05-24 · stat.ME

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{4ODHHUQ2OX6LCAWUTGSQW2UHMT}

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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

Efficient Estimation of Causal Effects Under Two-Phase Sampling with Error-Prone Outcome and Treatment Measurements

Receipt and verification

First computed	2026-07-05T12:00:25.638525Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e38673d21a75fcb102d499a50b6a8764c1ba22a434edc0757ffbc9017e8a1865

Aliases

arxiv: 2405.15242 · arxiv_version: 2405.15242v3 · doi: 10.48550/arxiv.2405.15242 · pith_short_12: 4ODHHUQ2OX6L · pith_short_16: 4ODHHUQ2OX6LCAWU · pith_short_8: 4ODHHUQ2

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/4ODHHUQ2OX6LCAWUTGSQW2UHMT \
  | 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: e38673d21a75fcb102d499a50b6a8764c1ba22a434edc0757ffbc9017e8a1865

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "04c72f74f8c5e8a3ec7251c773c89bef66bf866da5b2bbc551f5e2b7c9fbdd3e",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "stat.ME",
    "submitted_at": "2024-05-24T06:08:22Z",
    "title_canon_sha256": "1dde0ae8eb1ad07465ae6b4ac78f434c8cd70f0d98ecabc07d4d90b7c15a8043"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.15242",
    "kind": "arxiv",
    "version": 3
  }
}