Pith. sign in
Pith Number

pith:2DSU6NZD

pith:2019:2DSU6NZDCVIRVZFPLCDDQX2I32
not attested not anchored not stored refs pending

A Conceptual Introduction to Markov Chain Monte Carlo Methods

Joshua S. Speagle

arxiv:1909.12313 v2 · 2019-09-26 · stat.OT · astro-ph.IM · physics.data-an

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{2DSU6NZDCVIRVZFPLCDDQX2I32}

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

3 papers in Pith

Receipt and verification
First computed 2026-07-05T00:46:19.589042Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

d0e54f372315511ae4af5886385f48dea03d1611eda82f83f5bdfab7a1eb6638

Aliases

arxiv: 1909.12313 · arxiv_version: 1909.12313v2 · doi: 10.48550/arxiv.1909.12313 · pith_short_12: 2DSU6NZDCVIR · pith_short_16: 2DSU6NZDCVIRVZFP · pith_short_8: 2DSU6NZD
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/2DSU6NZDCVIRVZFPLCDDQX2I32 \
  | 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: d0e54f372315511ae4af5886385f48dea03d1611eda82f83f5bdfab7a1eb6638
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "2453ed99eadef02ed0d70739399840e9c8b49022207fecb65696e18f9b67084a",
    "cross_cats_sorted": [
      "astro-ph.IM",
      "physics.data-an"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.OT",
    "submitted_at": "2019-09-26T18:01:14Z",
    "title_canon_sha256": "c254fa45b22bb30d8a7fbe3baae1caa4d3efb4c3e382ebeb9b1e0bc175066dd2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1909.12313",
    "kind": "arxiv",
    "version": 2
  }
}