Pith Number

pith:EWJWJFKZ

pith:2025:EWJWJFKZWL36DEESCYBE732II5

not attested not anchored not stored refs pending

Doubly robust estimation of causal effects for random object outcomes with continuous treatments

Bing Li, Lingzhou Xue, Satarupa Bhattacharjee, Xiao Wu

arxiv:2506.22754 v1 · 2025-06-28 · stat.ME · econ.EM · math.ST · stat.AP · stat.ML · stat.TH

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{EWJWJFKZWL36DEESCYBE732II5}

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

3 papers in Pith

Wasserstein Policy Learning for Distributional Outcomes

Bayesian Global Fr\'echet Regression via Weak Conditional Expectations

IV regression with distribution-valued outcomes

Receipt and verification

First computed	2026-07-05T11:28:44.824171Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2593649559b2f7e1909216024fef48477325a9419328155d73737ceecc225698

Aliases

arxiv: 2506.22754 · arxiv_version: 2506.22754v1 · doi: 10.48550/arxiv.2506.22754 · pith_short_12: EWJWJFKZWL36 · pith_short_16: EWJWJFKZWL36DEES · pith_short_8: EWJWJFKZ

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/EWJWJFKZWL36DEESCYBE732II5 \
  | 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: 2593649559b2f7e1909216024fef48477325a9419328155d73737ceecc225698

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "af9f549443cc046d632d7983a43af9e1f24ec8574c6f7723527263e823f64c3b",
    "cross_cats_sorted": [
      "econ.EM",
      "math.ST",
      "stat.AP",
      "stat.ML",
      "stat.TH"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ME",
    "submitted_at": "2025-06-28T04:55:12Z",
    "title_canon_sha256": "bc63b75c2755774646790508e4c511cd4f3105754cfde59647a791c7b71ad238"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.22754",
    "kind": "arxiv",
    "version": 1
  }
}