Pith Number

pith:POEMN7LI

pith:2024:POEMN7LIFHZ5ACQXHXNKPQWB4S

not attested not anchored not stored refs pending

Accounting for Missing Covariates in Heterogeneous Treatment Estimation

Bryan Wilder, Ed Kennedy, Khurram Yamin, Vibhhu Sharma

arxiv:2410.15655 v1 · 2024-10-21 · cs.LG · 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{POEMN7LIFHZ5ACQXHXNKPQWB4S}

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	2026-07-05T09:23:22.641025Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7b88c6fd6829f3d00a173ddaa7c2c1e48abb86c4c64cbe83bde888a128af5538

Aliases

arxiv: 2410.15655 · arxiv_version: 2410.15655v1 · doi: 10.48550/arxiv.2410.15655 · pith_short_12: POEMN7LIFHZ5 · pith_short_16: POEMN7LIFHZ5ACQX · pith_short_8: POEMN7LI

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/POEMN7LIFHZ5ACQXHXNKPQWB4S \
  | 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: 7b88c6fd6829f3d00a173ddaa7c2c1e48abb86c4c64cbe83bde888a128af5538

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c59fe444b6a4edc05e3c5cbd8002bd41ded5464a195d67b7c09f96991aa5d55f",
    "cross_cats_sorted": [
      "stat.ME"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-10-21T05:47:07Z",
    "title_canon_sha256": "ee928d9aef6f2bf7c97cb34f9a3f3dce03fdcded960500d350d2e783a7c14ba6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.15655",
    "kind": "arxiv",
    "version": 1
  }
}