Pith Number

pith:RYVAFRQZ

pith:2022:RYVAFRQZGNOBHOWBBUBDAF6W6Z

not attested not anchored not stored refs pending

Estimating individual treatment effects under unobserved confounding using binary instruments

Dennis Frauen, Stefan Feuerriegel

arxiv:2208.08544 v3 · 2022-08-17 · stat.ME · cs.LG · stat.ML

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{RYVAFRQZGNOBHOWBBUBDAF6W6Z}

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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

A Guide to Estimating Conditional Average Treatment Effects in Competing Risks Settings

Treatment Effect Estimation with Differentiated Networked Effect on Graph Data

Receipt and verification

First computed	2026-07-05T05:34:48.714406Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8e2a02c619335c13bac10d023017d6f6522eaf3fc92353c97b14cbbde3db44f4

Aliases

arxiv: 2208.08544 · arxiv_version: 2208.08544v3 · doi: 10.48550/arxiv.2208.08544 · pith_short_12: RYVAFRQZGNOB · pith_short_16: RYVAFRQZGNOBHOWB · pith_short_8: RYVAFRQZ

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/RYVAFRQZGNOBHOWBBUBDAF6W6Z \
  | 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: 8e2a02c619335c13bac10d023017d6f6522eaf3fc92353c97b14cbbde3db44f4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7e0056ecf7620015f7d24e3779589a4ba48ec02ee958e4d945a838b0952b09c9",
    "cross_cats_sorted": [
      "cs.LG",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ME",
    "submitted_at": "2022-08-17T21:25:09Z",
    "title_canon_sha256": "d047adc0812145bb351de44520df62bd994d66c2a23df45a69f930cae708c17f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2208.08544",
    "kind": "arxiv",
    "version": 3
  }
}