Pith Number

pith:VMNEN42U

pith:2024:VMNEN42U6LCVQ7UVRF34F2JYG5

not attested not anchored not stored refs pending

Stochastic interventions, sensitivity analysis, and optimal transport

Alec McClean, Alexander W. Levis, Edward H. Kennedy, Larry Wasserman, Sivaraman Balakrishnan

arxiv:2411.14285 v1 · 2024-11-21 · stat.ME · math.ST · 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{VMNEN42U6LCVQ7UVRF34F2JYG5}

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

Causal Inference for Functional Treatments with Stochastic Policies

Receipt and verification

First computed	2026-07-05T09:38:44.761644Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ab1a46f354f2c5587e958977c2e9383772414e4843049b2652b915767c8bf753

Aliases

arxiv: 2411.14285 · arxiv_version: 2411.14285v1 · doi: 10.48550/arxiv.2411.14285 · pith_short_12: VMNEN42U6LCV · pith_short_16: VMNEN42U6LCVQ7UV · pith_short_8: VMNEN42U

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/VMNEN42U6LCVQ7UVRF34F2JYG5 \
  | 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: ab1a46f354f2c5587e958977c2e9383772414e4843049b2652b915767c8bf753

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a0e876883540c98c25cd97f1f57368dad1134f94a474fbb0d55ec64a4601014d",
    "cross_cats_sorted": [
      "math.ST",
      "stat.TH"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ME",
    "submitted_at": "2024-11-21T16:35:03Z",
    "title_canon_sha256": "7677b94376789962a0d84accebc983d776ddfac3b164e20c69f0456c3409f0e4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.14285",
    "kind": "arxiv",
    "version": 1
  }
}