Pith Number

pith:DM372MY6

pith:2022:DM372MY67JJEBOFI6SNPT76NJP

not attested not anchored not stored refs pending

Treatment Effect Estimation with Observational Network Data using Machine Learning

Corinne Emmenegger, Meta-Lina Spohn, Peter B\"uhlmann, Timon Elmer

arxiv:2206.14591 v4 · 2022-06-29 · stat.ME · math.ST · stat.ML · 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{DM372MY67JJEBOFI6SNPT76NJP}

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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

Graph Neural Networks for Generalized Mundlak Estimator under Network Confounding

Receipt and verification

First computed	2026-07-05T10:45:02.250030Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1b37fd331efa5240b8a8f49af9ffcd4bf0f75b68d0cfd8cbc7f668d148a6d0dd

Aliases

arxiv: 2206.14591 · arxiv_version: 2206.14591v4 · doi: 10.48550/arxiv.2206.14591 · pith_short_12: DM372MY67JJE · pith_short_16: DM372MY67JJEBOFI · pith_short_8: DM372MY6

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/DM372MY67JJEBOFI6SNPT76NJP \
  | 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: 1b37fd331efa5240b8a8f49af9ffcd4bf0f75b68d0cfd8cbc7f668d148a6d0dd

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "486ad52aeafee679f7bf46b882665c31f0d1e7da6d5bbbf0b7a40d600cce62e7",
    "cross_cats_sorted": [
      "math.ST",
      "stat.ML",
      "stat.TH"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ME",
    "submitted_at": "2022-06-29T12:52:41Z",
    "title_canon_sha256": "9b0f07a2f403be6f8df9515316554e58c8f4660cbacc156c022b5446630fdd97"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2206.14591",
    "kind": "arxiv",
    "version": 4
  }
}