Pith Number

pith:WOBSSJFB

pith:2025:WOBSSJFBS4SXYUVF7WI6H3VNPR

not attested not anchored not stored refs pending

Non-parametric Causal Inference in Dynamic Thresholding Designs

Aditya Ghosh, Stefan Wager

arxiv:2512.15244 v2 · 2025-12-17 · stat.ME · econ.EM

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{WOBSSJFBS4SXYUVF7WI6H3VNPR}

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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

2 papers in Pith

Estimating Dynamic Marginal Policy Effects under Sequential Unconfoundedness

Receipt and verification

First computed	2026-05-25T02:01:11.000022Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b3832924a197257c52a5fd91e3eead7c4bb6d2af8da6fa91b1860b868159c1aa

Aliases

arxiv: 2512.15244 · arxiv_version: 2512.15244v2 · doi: 10.48550/arxiv.2512.15244 · pith_short_12: WOBSSJFBS4SX · pith_short_16: WOBSSJFBS4SXYUVF · pith_short_8: WOBSSJFB

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/WOBSSJFBS4SXYUVF7WI6H3VNPR \
  | 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: b3832924a197257c52a5fd91e3eead7c4bb6d2af8da6fa91b1860b868159c1aa

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "745e8cd26e675270ec6dcca69ecf66a427dbfd497289bb6f4f3fc371a19d8606",
    "cross_cats_sorted": [
      "econ.EM"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "stat.ME",
    "submitted_at": "2025-12-17T09:43:20Z",
    "title_canon_sha256": "766b8ea2034d0233fbd541a0e4db3b6da20c3d0a74c1428389667c2af912d253"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2512.15244",
    "kind": "arxiv",
    "version": 2
  }
}