Pith Number

pith:YN4LMGCG

pith:2023:YN4LMGCGAX4ELFNDDZD6OD2MQT

not attested not anchored not stored refs pending

Double Machine Learning for Static Panel Models with Fixed Effects

Annalivia Polselli, Paul S. Clarke

arxiv:2312.08174 v5 · 2023-12-13 · econ.EM · cs.LG · 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{YN4LMGCGAX4ELFNDDZD6OD2MQT}

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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

1 paper in Pith

Dynamic Synthetic Controls vs. Panel-Aware Double Machine Learning for Geo-Level Marketing Impact Estimation

Receipt and verification

First computed	2026-07-05T09:55:32.246177Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c378b6184605f84595a31e47e70f4c84fe716a20498e7fad0d868606efddda2f

Aliases

arxiv: 2312.08174 · arxiv_version: 2312.08174v5 · doi: 10.48550/arxiv.2312.08174 · pith_short_12: YN4LMGCGAX4E · pith_short_16: YN4LMGCGAX4ELFND · pith_short_8: YN4LMGCG

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/YN4LMGCGAX4ELFNDDZD6OD2MQT \
  | 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: c378b6184605f84595a31e47e70f4c84fe716a20498e7fad0d868606efddda2f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "82279579cb7d9934b00449122d39a4708d3e5595e5b68812766cbc0f3d7cf74f",
    "cross_cats_sorted": [
      "cs.LG",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "econ.EM",
    "submitted_at": "2023-12-13T14:34:12Z",
    "title_canon_sha256": "b41f9897ac57c464ea92186450f2643a2ad3f9ffe0459ae73dbe5e9103beb1cf"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2312.08174",
    "kind": "arxiv",
    "version": 5
  }
}