Pith Number

pith:VMGUDE6D

pith:2018:VMGUDE6D4IUJYCSNEEPIYKNLYU

not attested not anchored not stored refs pending

A Unified Framework for Efficient Estimation of General Treatment Models

Chunrong Ai, Kaiji Motegi, Oliver Linton, Zheng Zhang

arxiv:1808.04936 v2 · 2018-08-15 · econ.EM

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{VMGUDE6D4IUJYCSNEEPIYKNLYU}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

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

Fast convergence rates for dose-response estimation

Receipt and verification

First computed	2026-05-18T00:07:54.734323Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ab0d4193c3e2289c0a4d211e8c29abc5288dac6e62e9112c3f80d2c94ce5b488

Aliases

arxiv: 1808.04936 · arxiv_version: 1808.04936v2 · doi: 10.48550/arxiv.1808.04936 · pith_short_12: VMGUDE6D4IUJ · pith_short_16: VMGUDE6D4IUJYCSN · pith_short_8: VMGUDE6D

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/VMGUDE6D4IUJYCSNEEPIYKNLYU \
  | 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: ab0d4193c3e2289c0a4d211e8c29abc5288dac6e62e9112c3f80d2c94ce5b488

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ec65052d670227859deb434ae5515fcd4f71cf00415b107627b7543e42a17742",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "econ.EM",
    "submitted_at": "2018-08-15T01:32:29Z",
    "title_canon_sha256": "7348b2b48baeaec70037f25bf6c1ce2f1cc3696513fdd017d1ccf42cd8e86596"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1808.04936",
    "kind": "arxiv",
    "version": 2
  }
}