Pith Number

pith:DLPPRP6O

pith:2025:DLPPRP6O7XJIUW35FX7MQHHZ67

not attested not anchored not stored refs pending

An Estimator-Robust Design for Augmenting Randomized Controlled Trials with External Real-World Data

Andrew Mertens, Jens Tarp, Mark van der Laan, Sky Qiu

arxiv:2501.17835 v2 · 2025-01-29 · stat.ME · stat.AP

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{DLPPRP6O7XJIUW35FX7MQHHZ67}

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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

Improving the Efficiency of Subgroup Analysis in Randomized Controlled Trials with TMLE

Externally Controlled Trials: A Review of Design and Borrowing Through a Causal Lens

Adaptive Influence-Based Borrowing Framework for Improving Treatment Effect Estimation in RCTs Using External Controls

Considerations for the Integration of Randomized Controlled Trials and Real-World Data

Improving Treatment Effect Estimation in Trials through Adaptive Borrowing of External Controls

Receipt and verification

First computed	2026-06-10T01:08:26.976490Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1adef8bfcefdd28a5b7d2dfec81cf9f7fef763e50a04fa1e84ad233a2b8294ff

Aliases

arxiv: 2501.17835 · arxiv_version: 2501.17835v2 · doi: 10.48550/arxiv.2501.17835 · pith_short_12: DLPPRP6O7XJI · pith_short_16: DLPPRP6O7XJIUW35 · pith_short_8: DLPPRP6O

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/DLPPRP6O7XJIUW35FX7MQHHZ67 \
  | 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: 1adef8bfcefdd28a5b7d2dfec81cf9f7fef763e50a04fa1e84ad233a2b8294ff

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6bdea501af32f10999cff6754078e5281852a0193946891143b6ebce232ea4af",
    "cross_cats_sorted": [
      "stat.AP"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "stat.ME",
    "submitted_at": "2025-01-29T18:31:25Z",
    "title_canon_sha256": "abcb438e8e210dc9bb1760740a93ec5e372c9d74e99552d8446f1a81428bbe55"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.17835",
    "kind": "arxiv",
    "version": 2
  }
}