Pith Number

pith:VEILEF6K

pith:2023:VEILEF6K7NTWE3CLOJZN2T5I6V

not attested not anchored not stored refs pending

Doubly Robust Estimation of Direct and Indirect Quantile Treatment Effects with Machine Learning

Martin Huber, Yu-Chin Hsu, Yu-Min Yen

arxiv:2307.01049 v1 · 2023-07-03 · econ.EM · stat.ML

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{VEILEF6K7NTWE3CLOJZN2T5I6V}

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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

Nonparametric efficient inference for network quantile causal effects under partial interference

Receipt and verification

First computed	2026-07-05T06:27:03.550008Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a910b217cafb67626c4b7272dd4fa8f57ab55751349631b940e9f06a7340338e

Aliases

arxiv: 2307.01049 · arxiv_version: 2307.01049v1 · doi: 10.48550/arxiv.2307.01049 · pith_short_12: VEILEF6K7NTW · pith_short_16: VEILEF6K7NTWE3CL · pith_short_8: VEILEF6K

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/VEILEF6K7NTWE3CLOJZN2T5I6V \
  | 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: a910b217cafb67626c4b7272dd4fa8f57ab55751349631b940e9f06a7340338e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "bf97c3f02a62e797484a8c6a678c5b4d83d083a4b91ada1e57630f9c96150c61",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "econ.EM",
    "submitted_at": "2023-07-03T14:27:15Z",
    "title_canon_sha256": "f3ecad16b18f37278d45d45509e3be894dc93ee29d86468a2e63cfc650f8522b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2307.01049",
    "kind": "arxiv",
    "version": 1
  }
}