Pith Number

pith:G4XML2LP

pith:2019:G4XML2LPSWKFN6ION42XKRSPCD

not attested not anchored not stored refs pending

A Bayesian Solution to the M-Bias Problem

David Rohde

arxiv:1906.07136 v1 · 2019-06-17 · stat.ML · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{G4XML2LPSWKFN6ION42XKRSPCD}

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.

Receipt and verification

First computed	2026-05-17T23:43:11.781293Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

372ec5e96f959456f90e6f3575464f10e53e5b17aa3a696d351d1a76a1fe681e

Aliases

arxiv: 1906.07136 · arxiv_version: 1906.07136v1 · doi: 10.48550/arxiv.1906.07136 · pith_short_12: G4XML2LPSWKF · pith_short_16: G4XML2LPSWKFN6IO · pith_short_8: G4XML2LP

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/G4XML2LPSWKFN6ION42XKRSPCD \
  | 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: 372ec5e96f959456f90e6f3575464f10e53e5b17aa3a696d351d1a76a1fe681e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "87ff6894e7a82a40f437abd5d5f466d83d3987979721cc0a79fe5cf8dfcd7430",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2019-06-17T17:18:17Z",
    "title_canon_sha256": "87dadbf4a8a4a3510a2238acbab7b6f119375e129bbd3ab13f486e7872547107"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1906.07136",
    "kind": "arxiv",
    "version": 1
  }
}