Pith Number

pith:ZOS5XKPS

pith:2026:ZOS5XKPSPJQX6RMIJRY2ZHGRXX

not attested not anchored not stored refs pending

Causal Inference with Multiple Misclassified Exposures: A Control Variate-Adjusted Calibration Weighting Approach

Brandie D. Wagner, Jordana E. Hoppe, Kayleigh P. Keller, Keith Barnatchez, Kevin P. Josey, Nandini Murali

arxiv:2606.23656 v1 · 2026-06-22 · 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{ZOS5XKPSPJQX6RMIJRY2ZHGRXX}

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	2026-06-23T03:14:33.881490Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

cba5dba9f27a617f45884c71ac9cd1bde444b1f7ae356a0e3af56ed6c832444e

Aliases

arxiv: 2606.23656 · arxiv_version: 2606.23656v1 · doi: 10.48550/arxiv.2606.23656 · pith_short_12: ZOS5XKPSPJQX · pith_short_16: ZOS5XKPSPJQX6RMI · pith_short_8: ZOS5XKPS

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/ZOS5XKPSPJQX6RMIJRY2ZHGRXX \
  | 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: cba5dba9f27a617f45884c71ac9cd1bde444b1f7ae356a0e3af56ed6c832444e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d85d48c840bd1e186c5787cfe1879ab9d3a3d0b102f67543b7f0f1f174aff69e",
    "cross_cats_sorted": [
      "stat.AP"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "stat.ME",
    "submitted_at": "2026-06-22T17:41:52Z",
    "title_canon_sha256": "9f9256d30664681de5d9b00282103fe4bd5028ac80081800df05d599adafb0a7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.23656",
    "kind": "arxiv",
    "version": 1
  }
}