Pith Number

pith:2WUTJUKZ

pith:2022:2WUTJUKZSJZOA4LCVCTQORE2OZ

not attested not anchored not stored refs pending

Combining Observational and Randomized Data for Estimating Heterogeneous Treatment Effects

Alicia Curth, Jeroen Berrevoets, Mihaela van der Schaar, Stefan Feuerriegel, Tobias Hatt

arxiv:2202.12891 v1 · 2022-02-25 · stat.ML · cs.LG

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\usepackage{pith}
\pithnumber{2WUTJUKZSJZOA4LCVCTQORE2OZ}

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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

5 papers in Pith

Divide-and-shrink: An efficient and heterogeneity-agnostic approach for transfer estimation using summary statistics

Robust Estimation and Inference with Selective Borrowing in Hybrid Controlled Trials: A Tutorial with SelectiveIntegrative and intFRT

Optimal Treatment Policy Estimation for Recurrent Events with a Competing Terminal Event: An Instrumented Difference-in-Differences Approach

Minimax Regret Estimation for Generalizing Heterogeneous Treatment Effects with Multisite Data

Assessing Estimate of CATE from Observational Data via an RCT Study

Receipt and verification

First computed	2026-07-05T04:00:09.381439Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d5a934d1599272e07162a8a707449a764992605527386536cb69d258596fc8c2

Aliases

arxiv: 2202.12891 · arxiv_version: 2202.12891v1 · doi: 10.48550/arxiv.2202.12891 · pith_short_12: 2WUTJUKZSJZO · pith_short_16: 2WUTJUKZSJZOA4LC · pith_short_8: 2WUTJUKZ

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/2WUTJUKZSJZOA4LCVCTQORE2OZ \
  | 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: d5a934d1599272e07162a8a707449a764992605527386536cb69d258596fc8c2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "23ee3588c96a6da9c4576a3524df9eaed77e18a978a324cab5cce47b3dbdc745",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2022-02-25T18:59:54Z",
    "title_canon_sha256": "49777361876b35e53123f5f4deb857d104e868d7c7976518550d7b787bad08d9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2202.12891",
    "kind": "arxiv",
    "version": 1
  }
}