Pith Number

pith:KZ25MSGG

pith:2017:KZ25MSGG45ZZFNLXJWMAAGMLJT

not attested not anchored not stored refs pending

Better together? Statistical learning in models made of modules

Chris C. Holmes (University of Oxford), Christian P. Robert (Universit\'e Paris-Dauphine, Lawrence M. Murray (Uppsala University), Pierre E. Jacob (Harvard University), PSL Research University, University of Warwick)

arxiv:1708.08719 v1 · 2017-08-29 · stat.ME

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{KZ25MSGG45ZZFNLXJWMAAGMLJT}

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

Bayesian X-Learner: Calibrated Posterior Inference for Heterogeneous Treatment Effects under Heavy-Tailed Outcomes

Receipt and verification

First computed	2026-05-18T00:36:25.930958Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5675d648c6e77392b5774d9800198b4cfe4cb55f615d198580682d301eb28ec4

Aliases

arxiv: 1708.08719 · arxiv_version: 1708.08719v1 · doi: 10.48550/arxiv.1708.08719 · pith_short_12: KZ25MSGG45ZZ · pith_short_16: KZ25MSGG45ZZFNLX · pith_short_8: KZ25MSGG

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/KZ25MSGG45ZZFNLXJWMAAGMLJT \
  | 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: 5675d648c6e77392b5774d9800198b4cfe4cb55f615d198580682d301eb28ec4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8b64150f68f4ce18458bfe5e434adfb0963e392f46f87fe7d299bdc6676e276f",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ME",
    "submitted_at": "2017-08-29T12:08:23Z",
    "title_canon_sha256": "ce0cf80d51264d10fb315b9f8615a8e6d4679b2feb9533cf86bcec4158c9bb62"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1708.08719",
    "kind": "arxiv",
    "version": 1
  }
}