Pith Number

pith:G6WXEX5V

pith:2022:G6WXEX5VDTMN4Y4K5FGYRCHFCE

not attested not anchored not stored refs pending

Understanding the Risks and Rewards of Combining Unbiased and Possibly Biased Estimators, with Applications to Causal Inference

Alexander D'Amour, David Sontag, Michael Oberst, Minmin Chen, Steve Yadlowsky, Yuyan Wang

arxiv:2205.10467 v2 · 2022-05-21 · stat.ME

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{G6WXEX5VDTMN4Y4K5FGYRCHFCE}

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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

Private Rate-Double-Robust Inference

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

Private Rate-Double-Robust Inference

Improving RCT-Based Treatment Effect Estimation Under Covariate Mismatch via Calibrated Alignment

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

Receipt and verification

First computed	2026-07-05T06:13:15.392810Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

37ad725fb51cd8de638ae94d8888e5111104d728891c221f4fc019de6376e65a

Aliases

arxiv: 2205.10467 · arxiv_version: 2205.10467v2 · doi: 10.48550/arxiv.2205.10467 · pith_short_12: G6WXEX5VDTMN · pith_short_16: G6WXEX5VDTMN4Y4K · pith_short_8: G6WXEX5V

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/G6WXEX5VDTMN4Y4K5FGYRCHFCE \
  | 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: 37ad725fb51cd8de638ae94d8888e5111104d728891c221f4fc019de6376e65a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3157aee8ab909a640e9640447e4d618be2ab9960cef5c84a297bbc52c8ac51db",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ME",
    "submitted_at": "2022-05-21T00:08:47Z",
    "title_canon_sha256": "95050497df2e4a9a1b99df0e38045d7b8098954878e8dcc7b754a2d7e067de42"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2205.10467",
    "kind": "arxiv",
    "version": 2
  }
}