Pith Number

pith:6TVFQ4O6

pith:2017:6TVFQ4O6HYQDS4NHENOOPN4LUG

not attested not anchored not stored refs pending

Regression approaches for Approximate Bayesian Computation

Michael GB Blum

arxiv:1707.01254 v1 · 2017-07-05 · 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{6TVFQ4O6HYQDS4NHENOOPN4LUG}

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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

A review of Approximate Bayesian Computation methods via density estimation: inference for simulator-models

Receipt and verification

First computed	2026-05-18T00:40:53.321027Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f4ea5871de3e203971a7235ce7b78ba1a4674262424e6b5d4088371d06e8f890

Aliases

arxiv: 1707.01254 · arxiv_version: 1707.01254v1 · doi: 10.48550/arxiv.1707.01254 · pith_short_12: 6TVFQ4O6HYQD · pith_short_16: 6TVFQ4O6HYQDS4NH · pith_short_8: 6TVFQ4O6

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/6TVFQ4O6HYQDS4NHENOOPN4LUG \
  | 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: f4ea5871de3e203971a7235ce7b78ba1a4674262424e6b5d4088371d06e8f890

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ef27febf57a5245ae43f501e6766304c98a4d362ee471388846c3c004b6b1ec3",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ME",
    "submitted_at": "2017-07-05T08:17:58Z",
    "title_canon_sha256": "217bb1188e512d8bb61f4a3a5223ab0fe11f928a23f42025d6953f46fafd66b1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1707.01254",
    "kind": "arxiv",
    "version": 1
  }
}