pith. sign in
Pith Number

pith:I4ZB3MMY

pith:2017:I4ZB3MMYYNB4NTGDRVEM6NGXTP
not attested not anchored not stored refs pending

Prediction Measures in Nonlinear Beta Regression Models

Alisson de Oliveira Silva, Luana C. Meireles da Silva, Patr\'icia Leone Espinheira, Raydonal Ospina

arxiv:1705.07941 v1 · 2017-05-22 · stat.ME

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{I4ZB3MMYYNB4NTGDRVEM6NGXTP}

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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.
Receipt and verification
First computed 2026-05-18T00:44:04.079000Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

47321db198c343c6ccc38d48cf34d79be880b3357cd8bccce2abe61c413985e9

Aliases

arxiv: 1705.07941 · arxiv_version: 1705.07941v1 · doi: 10.48550/arxiv.1705.07941 · pith_short_12: I4ZB3MMYYNB4 · pith_short_16: I4ZB3MMYYNB4NTGD · pith_short_8: I4ZB3MMY
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/I4ZB3MMYYNB4NTGDRVEM6NGXTP \
  | 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: 47321db198c343c6ccc38d48cf34d79be880b3357cd8bccce2abe61c413985e9
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "e821e6cbfa136c2da60bbb12b5c421e0ad59284bd75af2dc34a255767c944829",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ME",
    "submitted_at": "2017-05-22T18:39:57Z",
    "title_canon_sha256": "3de1710ebdb73b74e5d3866292202fcc74beb2bed0c4d364abd690ec9d07970e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1705.07941",
    "kind": "arxiv",
    "version": 1
  }
}