Pith Number

pith:OWSZNULS

pith:2017:OWSZNULSKZWQE3FVGWDW2UJ4SU

not attested not anchored not stored refs pending

Markov Properties for Graphical Models with Cycles and Latent Variables

Joris M. Mooij, Patrick Forr\'e

arxiv:1710.08775 v1 · 2017-10-24 · math.ST · stat.ME · stat.ML · stat.OT · 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{OWSZNULSKZWQE3FVGWDW2UJ4SU}

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

4 papers in Pith

Characterizing Signalling: Connections between Causal Inference and Space-time Geometry

SCOUT: Cyclic Causal Discovery Under Soft Interventions with Unknown Targets

Data-Driven Covariate Selection for Nonparametric and Cycle-Agnostic Causal Effect Estimation

Stable Blanket with Hidden Variables and Cycles

Receipt and verification

First computed	2026-05-18T00:32:03.841638Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

75a596d172566d026cb535876d513c9502cb6a695da5c118c9294d2137b7e1e2

Aliases

arxiv: 1710.08775 · arxiv_version: 1710.08775v1 · doi: 10.48550/arxiv.1710.08775 · pith_short_12: OWSZNULSKZWQ · pith_short_16: OWSZNULSKZWQE3FV · pith_short_8: OWSZNULS

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/OWSZNULSKZWQE3FVGWDW2UJ4SU \
  | 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: 75a596d172566d026cb535876d513c9502cb6a695da5c118c9294d2137b7e1e2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ba821c8a9b26806d3ea3506fd32083c8aeb4bc2622eccb8c662b30cf67bc1aa3",
    "cross_cats_sorted": [
      "stat.ME",
      "stat.ML",
      "stat.OT",
      "stat.TH"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "math.ST",
    "submitted_at": "2017-10-24T13:52:34Z",
    "title_canon_sha256": "58935ec3d451e33229ccd9685749d5d0b6c9a5f0f87212876e29f17a0b6f7eb4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1710.08775",
    "kind": "arxiv",
    "version": 1
  }
}