Pith Number

pith:KW5627IN

pith:2025:KW5627INXGVA23LAZIDEET4JWX

not attested not anchored not stored refs pending

Covariate-Adjusted Deep Causal Learning for Heterogeneous Panel Data Models

Guanhao Zhou, Xiufan Yu, Yuefeng Han

arxiv:2505.20536 v1 · 2025-05-26 · stat.ML · cs.LG · econ.EM · stat.ME

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\usepackage{pith}
\pithnumber{KW5627INXGVA23LAZIDEET4JWX}

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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

Discovering Entity-Conditioned Lag Heterogeneity: A Lag-Gated Neural Audit Framework for Panel Time Series

Factor Augmented High-Dimensional SGD

Receipt and verification

First computed	2026-07-05T11:10:14.268539Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

55bbed7d0db9aa0d6d60ca06424f89b5f9e065eb99c44bc47f5cf35c1ec8cdf6

Aliases

arxiv: 2505.20536 · arxiv_version: 2505.20536v1 · doi: 10.48550/arxiv.2505.20536 · pith_short_12: KW5627INXGVA · pith_short_16: KW5627INXGVA23LA · pith_short_8: KW5627IN

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/KW5627INXGVA23LAZIDEET4JWX \
  | 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: 55bbed7d0db9aa0d6d60ca06424f89b5f9e065eb99c44bc47f5cf35c1ec8cdf6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f12ba6353effee7e708427c0dbde986b9375344591e8e09a0b2f45b59401b2e0",
    "cross_cats_sorted": [
      "cs.LG",
      "econ.EM",
      "stat.ME"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2025-05-26T21:45:43Z",
    "title_canon_sha256": "dc942edcf36808f567e17b468c61041d76c2bc9bfdb61119d26d0e88038e3692"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.20536",
    "kind": "arxiv",
    "version": 1
  }
}