Pith Number

pith:HU5GEUIJ

pith:2025:HU5GEUIJHZ43HOQHDQC6QBZ2WG

not attested not anchored not stored refs pending

Kernel-based estimators for functional causal effects

Hengrui Luo, Justin D. Strait, Wasiur R. KhudaBukhsh, Yordan P. Raykov

arxiv:2503.05024 v4 · 2025-03-06 · stat.ME · cs.LG · 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{HU5GEUIJHZ43HOQHDQC6QBZ2WG}

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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

2 papers in Pith

Wasserstein Policy Learning for Distributional Outcomes

Shrinkage priors for Bayesian Substitute Confounders

Receipt and verification

First computed	2026-07-05T11:14:55.029364Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3d3a6251093e79b3ba071c05e8073ab19734153e15da7f62d9ddefbbb6b67604

Aliases

arxiv: 2503.05024 · arxiv_version: 2503.05024v4 · doi: 10.48550/arxiv.2503.05024 · pith_short_12: HU5GEUIJHZ43 · pith_short_16: HU5GEUIJHZ43HOQH · pith_short_8: HU5GEUIJ

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/HU5GEUIJHZ43HOQHDQC6QBZ2WG \
  | 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: 3d3a6251093e79b3ba071c05e8073ab19734153e15da7f62d9ddefbbb6b67604

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8098d7894046f0c20c2aa104fd9e4bc9e5f2463f22f22127c368ee40b59a41ea",
    "cross_cats_sorted": [
      "cs.LG",
      "math.ST",
      "stat.TH"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ME",
    "submitted_at": "2025-03-06T22:48:55Z",
    "title_canon_sha256": "66989d8310e338f491d7f0f0b8b806dadf6f4f23fd65ad09753a33a4d70da4a6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.05024",
    "kind": "arxiv",
    "version": 4
  }
}