Pith Number

pith:MIEX4A5T

pith:2021:MIEX4A5TMVKRKQCWZTQBQEQQBE

not attested not anchored not stored refs pending

Federated Adaptive Causal Estimation (FACE) of Target Treatment Effects

Jue Hou, Kelly Cho, Larry Han, Rui Duan, Tianxi Cai

arxiv:2112.09313 v4 · 2021-12-17 · stat.ME · math.ST · stat.AP · stat.TH

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{MIEX4A5TMVKRKQCWZTQBQEQQBE}

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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

Efficient collaborative learning of the average treatment effect

Receipt and verification

First computed	2026-07-05T06:57:18.652379Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

62097e03b36555154056cce0181210091143123721fd262f3c531923aeebc185

Aliases

arxiv: 2112.09313 · arxiv_version: 2112.09313v4 · doi: 10.48550/arxiv.2112.09313 · pith_short_12: MIEX4A5TMVKR · pith_short_16: MIEX4A5TMVKRKQCW · pith_short_8: MIEX4A5T

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/MIEX4A5TMVKRKQCWZTQBQEQQBE \
  | 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: 62097e03b36555154056cce0181210091143123721fd262f3c531923aeebc185

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0bc7b39227063d8f1705076e108335cf938c9ecca2ba6af8940caec9d7635fd8",
    "cross_cats_sorted": [
      "math.ST",
      "stat.AP",
      "stat.TH"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "stat.ME",
    "submitted_at": "2021-12-17T04:29:21Z",
    "title_canon_sha256": "5636c3e7de42e06d754c280bc14ab6923494264cddde5a4da18501b47deea01e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2112.09313",
    "kind": "arxiv",
    "version": 4
  }
}