Pith Number

pith:WNAP76GY

pith:2024:WNAP76GYUEV7SPKPMDYT62X7UZ

not attested not anchored not stored refs pending

A Kernel-Based Conditional Two-Sample Test Using Nearest Neighbors (with Applications to Calibration, Regression Curves, and Simulation-Based Inference)

Anirban Chatterjee, Bhaswar B. Bhattacharya, Ziang Niu

arxiv:2407.16550 v2 · 2024-07-23 · stat.ME · math.ST · stat.ML · stat.TH

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\usepackage{pith}
\pithnumber{WNAP76GYUEV7SPKPMDYT62X7UZ}

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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

3 papers in Pith

OASIS: Observation-Aware Simulation-Based Inference via Distributional Matching

Testing Equality of Conditional Distributions via Generative Models

General Frameworks for Conditional Two-Sample Testing

Receipt and verification

First computed	2026-07-05T09:00:23.725093Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b340fff8d8a12bf93d4f60f13f6affa6643e2b1da95b5ac84dfc5ece19d5cd02

Aliases

arxiv: 2407.16550 · arxiv_version: 2407.16550v2 · doi: 10.48550/arxiv.2407.16550 · pith_short_12: WNAP76GYUEV7 · pith_short_16: WNAP76GYUEV7SPKP · pith_short_8: WNAP76GY

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/WNAP76GYUEV7SPKPMDYT62X7UZ \
  | 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: b340fff8d8a12bf93d4f60f13f6affa6643e2b1da95b5ac84dfc5ece19d5cd02

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "31feba96bf72cdf87e5d7428c6ad5e6027bdeaee9b159dd8329acd98d282207e",
    "cross_cats_sorted": [
      "math.ST",
      "stat.ML",
      "stat.TH"
    ],
    "license": "http://creativecommons.org/publicdomain/zero/1.0/",
    "primary_cat": "stat.ME",
    "submitted_at": "2024-07-23T15:04:38Z",
    "title_canon_sha256": "045822cf72f919e42674730bcf2986fa4ec27b1321ac8bc6c317b53dccba5e87"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.16550",
    "kind": "arxiv",
    "version": 2
  }
}