Pith Number

pith:D722F4B6

pith:2019:D722F4B6GRDTHPKZ6WCVU4JT5X

not attested not anchored not stored refs pending

BSL: An R Package for Efficient Parameter Estimation for Simulation-Based Models via Bayesian Synthetic Likelihood

Christopher Drovandi, Leah F South, Ziwen An

arxiv:1907.10940 v1 · 2019-07-25 · stat.CO · stat.AP · stat.ML

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{D722F4B6GRDTHPKZ6WCVU4JT5X}

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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

Synthetic likelihood in misspecified models

Receipt and verification

First computed	2026-05-17T23:39:33.997010Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1ff5a2f03e344733bd59f5855a7133edc0e5a0ab753133b53b4152dd284e77c3

Aliases

arxiv: 1907.10940 · arxiv_version: 1907.10940v1 · doi: 10.48550/arxiv.1907.10940 · pith_short_12: D722F4B6GRDT · pith_short_16: D722F4B6GRDTHPKZ · pith_short_8: D722F4B6

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/D722F4B6GRDTHPKZ6WCVU4JT5X \
  | 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: 1ff5a2f03e344733bd59f5855a7133edc0e5a0ab753133b53b4152dd284e77c3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5dc52c688ffe8da09b59859be5aef95bd39daa187bd5917b3eb1d427c422698f",
    "cross_cats_sorted": [
      "stat.AP",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.CO",
    "submitted_at": "2019-07-25T10:06:08Z",
    "title_canon_sha256": "fe1ffdfa37918ac2470df5c75fc141e14277caad30c0f2bde4c97219fbf1d774"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1907.10940",
    "kind": "arxiv",
    "version": 1
  }
}