Pith Number

pith:LEZSF4WA

pith:2023:LEZSF4WACR2NBPEGTAAREI4MCS

not attested not anchored not stored refs pending

Estimating Heterogeneous Causal Mediation Effects with Bayesian Decision Tree Ensembles

Angela Ting, Antonio R. Linero

arxiv:2303.01620 v1 · 2023-03-02 · stat.ME · stat.AP

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{LEZSF4WACR2NBPEGTAAREI4MCS}

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.

Cited by

1 paper in Pith

Decision Theoretic Subgroup Detection With Bayesian Machine Learning

Receipt and verification

First computed	2026-07-05T05:47:36.501594Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

593322f2c01474d0bc86980112238c14b7e5c0565fce771f4509122c0ca07751

Aliases

arxiv: 2303.01620 · arxiv_version: 2303.01620v1 · doi: 10.48550/arxiv.2303.01620 · pith_short_12: LEZSF4WACR2N · pith_short_16: LEZSF4WACR2NBPEG · pith_short_8: LEZSF4WA

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/LEZSF4WACR2NBPEGTAAREI4MCS \
  | 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: 593322f2c01474d0bc86980112238c14b7e5c0565fce771f4509122c0ca07751

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4cf23e967861da09e793694cbc562255ae532c8afc6a7aca9d93b46b0997def8",
    "cross_cats_sorted": [
      "stat.AP"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "stat.ME",
    "submitted_at": "2023-03-02T22:52:45Z",
    "title_canon_sha256": "b527dfae0fbc9c5d2fc8455ef068ce20aae991a093872ea0efe7498e999994a2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2303.01620",
    "kind": "arxiv",
    "version": 1
  }
}