Pith Number

pith:TN2GT6Q7

pith:2023:TN2GT6Q7HJNUXZIRBMWVC57LGJ

not attested not anchored not stored refs pending

Augmented balancing weights as linear regression

Avi Feller, David Bruns-Smith, Elizabeth L. Ogburn, Oliver Dukes

arxiv:2304.14545 v3 · 2023-04-27 · stat.ME · cs.LG · econ.EM · 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{TN2GT6Q7HJNUXZIRBMWVC57LGJ}

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

Treatment Effect Estimators as Weighted Outcomes

Receipt and verification

First computed	2026-07-05T08:28:00.710731Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9b7469fa1f3a5b4be5110b2d5177eb32516cd00b753277ba623ff2cdecf0516e

Aliases

arxiv: 2304.14545 · arxiv_version: 2304.14545v3 · doi: 10.48550/arxiv.2304.14545 · pith_short_12: TN2GT6Q7HJNU · pith_short_16: TN2GT6Q7HJNUXZIR · pith_short_8: TN2GT6Q7

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/TN2GT6Q7HJNUXZIRBMWVC57LGJ \
  | 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: 9b7469fa1f3a5b4be5110b2d5177eb32516cd00b753277ba623ff2cdecf0516e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "40a819e8d029273f57064bf47cb6840f83220cd91b309bd62c3513be9712a203",
    "cross_cats_sorted": [
      "cs.LG",
      "econ.EM",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "stat.ME",
    "submitted_at": "2023-04-27T21:53:54Z",
    "title_canon_sha256": "b7d7d5c0e2a322604abee0b367bfa8d036a88feee82aec3cbc701268a1f47889"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2304.14545",
    "kind": "arxiv",
    "version": 3
  }
}