Pith Number

pith:YYOMJNN7

pith:2022:YYOMJNN7JL2P3G57SQMPT7D6JC

not attested not anchored not stored refs pending

Robust Causal Learning for the Estimation of Average Treatment Effects

Cheuk Hang Leung, Dongdong Wang, Qi Wu, Shumin Ma, Xing Yan, Yiyan Huang, Zhiri Yuan, Zhixiang Huang

arxiv:2209.01805 v1 · 2022-09-05 · econ.EM · q-fin.RM · stat.ME · stat.ML

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{YYOMJNN7JL2P3G57SQMPT7D6JC}

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	2026-07-05T05:22:10.381221Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c61cc4b5bf4af4fd9bbf9418f9fc7e48a1e44fcd1edffa2a80642071a545e703

Aliases

arxiv: 2209.01805 · arxiv_version: 2209.01805v1 · doi: 10.48550/arxiv.2209.01805 · pith_short_12: YYOMJNN7JL2P · pith_short_16: YYOMJNN7JL2P3G57 · pith_short_8: YYOMJNN7

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/YYOMJNN7JL2P3G57SQMPT7D6JC \
  | 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: c61cc4b5bf4af4fd9bbf9418f9fc7e48a1e44fcd1edffa2a80642071a545e703

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "84bb2cadac1e6472276cb349ec3610462be8a77b1b917ac23030deab453f5a30",
    "cross_cats_sorted": [
      "q-fin.RM",
      "stat.ME",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "econ.EM",
    "submitted_at": "2022-09-05T07:35:58Z",
    "title_canon_sha256": "0a582b63a5328742c4f13dc3ba9ff2b52d4a3dbd044f008f237dca5ef8530cf8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2209.01805",
    "kind": "arxiv",
    "version": 1
  }
}