Pith Number

pith:AS4RAVMB

pith:2019:AS4RAVMBT27YKCYLFCVEMYK6ES

not attested not anchored not stored refs pending

Fast and Flexible Bayesian Inference in Time-varying Parameter Regression Models

Florian Huber, Gary Koop, Luca Onorante, Niko Hauzenberger

arxiv:1910.10779 v4 · 2019-10-23 · econ.EM · stat.CO

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{AS4RAVMBT27YKCYLFCVEMYK6ES}

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	2026-07-05T03:18:37.634500Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

04b91055819ebf850b0b28aa46615e24a961de8e335b947e48ae7ede8c16e0d9

Aliases

arxiv: 1910.10779 · arxiv_version: 1910.10779v4 · doi: 10.48550/arxiv.1910.10779 · pith_short_12: AS4RAVMBT27Y · pith_short_16: AS4RAVMBT27YKCYL · pith_short_8: AS4RAVMB

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/AS4RAVMBT27YKCYLFCVEMYK6ES \
  | 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: 04b91055819ebf850b0b28aa46615e24a961de8e335b947e48ae7ede8c16e0d9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c1a4cbd2daef52fd8a05b28ac8a73ae93918d9c6ee8a8c10c1350ebb61641d77",
    "cross_cats_sorted": [
      "stat.CO"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "econ.EM",
    "submitted_at": "2019-10-23T19:49:55Z",
    "title_canon_sha256": "aa75bb86906fba32d94f595bed8e6e689782fc48e10cf3ccfb68f304f0beff7f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1910.10779",
    "kind": "arxiv",
    "version": 4
  }
}