Pith Number

pith:GIQ5USAE

pith:2022:GIQ5USAECJQ6PTHBQFYHFHEGJ5

not attested not anchored not stored refs pending

Efficient Nonparametric Estimation of Stochastic Policy Effects with Clustered Interference

Chanhwa Lee, Donglin Zeng, Michael G. Hudgens

arxiv:2212.10959 v2 · 2022-12-21 · 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{GIQ5USAECJQ6PTHBQFYHFHEGJ5}

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.

Receipt and verification

First computed	2026-07-05T06:43:46.627891Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3221da48041261e7cce18170729c864f630e8497a6a59db55e6dcc0b8b8c57f3

Aliases

arxiv: 2212.10959 · arxiv_version: 2212.10959v2 · doi: 10.48550/arxiv.2212.10959 · pith_short_12: GIQ5USAECJQ6 · pith_short_16: GIQ5USAECJQ6PTHB · pith_short_8: GIQ5USAE

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/GIQ5USAECJQ6PTHBQFYHFHEGJ5 \
  | 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: 3221da48041261e7cce18170729c864f630e8497a6a59db55e6dcc0b8b8c57f3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0da7c34d062c38b4ebbaaa7fc736b949c13707713a67ed761027744c8e40d524",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ME",
    "submitted_at": "2022-12-21T11:58:32Z",
    "title_canon_sha256": "ac65eda1f343dc6e3c13fe064b01d5957dd3fd084a5525d300d2c810ef566068"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2212.10959",
    "kind": "arxiv",
    "version": 2
  }
}