Pith Number

pith:LIKI5FIE

pith:2021:LIKI5FIEQ4UTCBJQ2SFUGEADEF

not attested not anchored not stored refs pending

Deep Generative Pattern-Set Mixture Models for Nonignorable Missingness

Chris Holmes, Luke J. Kelly, Rob Cornish, Sahra Ghalebikesabi

arxiv:2103.03532 v1 · 2021-03-05 · 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{LIKI5FIEQ4UTCBJQ2SFUGEADEF}

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	2026-07-05T02:20:36.580736Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5a148e95048729310530d48b43100321476964ee8c9119fdf915d3db23e36c7a

Aliases

arxiv: 2103.03532 · arxiv_version: 2103.03532v1 · doi: 10.48550/arxiv.2103.03532 · pith_short_12: LIKI5FIEQ4UT · pith_short_16: LIKI5FIEQ4UTCBJQ · pith_short_8: LIKI5FIE

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/LIKI5FIEQ4UTCBJQ2SFUGEADEF \
  | 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: 5a148e95048729310530d48b43100321476964ee8c9119fdf915d3db23e36c7a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a4b3715e03e44fc3d7c66ec503965a17315df43d2aae286f115f20e8ee0fc1e3",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2021-03-05T08:21:35Z",
    "title_canon_sha256": "e7cf891a2778f6388cda6d8776ebe7d389c2c9a430035da0e6fd3909c13d3286"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2103.03532",
    "kind": "arxiv",
    "version": 1
  }
}