Pith Number

pith:LZBTK2DM

pith:2023:LZBTK2DMHH3D66WNCU5C6LJI7B

not attested not anchored not stored refs pending

A Two-Part Machine Learning Approach to Characterizing Network Interference in A/B Testing

Kristen M. Altenburger, Yuan Yuan

arxiv:2308.09790 v2 · 2023-08-18 · stat.ML · cs.LG · cs.SI

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{LZBTK2DMHH3D66WNCU5C6LJI7B}

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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

Inward and Outward Spillover Effects of One Unit's Treatment on Network Neighbors under Partial Interference

Receipt and verification

First computed	2026-07-05T08:38:02.851727Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5e4335686c39f63f7acd153a2f2d28f868a0b77906c5ed1025b6af0641c0b2e1

Aliases

arxiv: 2308.09790 · arxiv_version: 2308.09790v2 · doi: 10.48550/arxiv.2308.09790 · pith_short_12: LZBTK2DMHH3D · pith_short_16: LZBTK2DMHH3D66WN · pith_short_8: LZBTK2DM

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/LZBTK2DMHH3D66WNCU5C6LJI7B \
  | 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: 5e4335686c39f63f7acd153a2f2d28f868a0b77906c5ed1025b6af0641c0b2e1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "74c4431071bc9e1dfe8c03baacb59815a97bcc3e9ef775eedb716278b21cd02b",
    "cross_cats_sorted": [
      "cs.LG",
      "cs.SI"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2023-08-18T19:37:55Z",
    "title_canon_sha256": "fa1f81ffa524dcf0b683cf83b59c8bbe7a0fa9ff75ca76aae98139c232f5b2a3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2308.09790",
    "kind": "arxiv",
    "version": 2
  }
}