Pith Number

pith:E54T6H4C

pith:2026:E54T6H4CDUMYKMWX7IOQTHTIHN

not attested not anchored not stored refs pending

Logistic regression is not enough: The need for Bayesian nonparametric modelling for causal inference using observational data, exemplified by the 'gateway' effect

Floe Foxon, Raymond Niaura

arxiv:2605.24847 v1 · 2026-05-24 · stat.AP

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{E54T6H4CDUMYKMWX7IOQTHTIHN}

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	2026-05-26T01:04:01.559128Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

27793f1f821d198532d7fa1d099e683b798149cc5b4da3ea1f7f74ba4eeafb42

Aliases

arxiv: 2605.24847 · arxiv_version: 2605.24847v1 · doi: 10.48550/arxiv.2605.24847 · pith_short_12: E54T6H4CDUMY · pith_short_16: E54T6H4CDUMYKMWX · pith_short_8: E54T6H4C

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/E54T6H4CDUMYKMWX7IOQTHTIHN \
  | 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: 27793f1f821d198532d7fa1d099e683b798149cc5b4da3ea1f7f74ba4eeafb42

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "37f4ab3b9149751015dbd362ca5f19ff8f8816f4ea36fbebdeca06ae15afc9f0",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "stat.AP",
    "submitted_at": "2026-05-24T03:36:03Z",
    "title_canon_sha256": "d8d123c88cd5462f1f90758644b00f7302fd7f2f5d44d5278c56d2494d14af19"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.24847",
    "kind": "arxiv",
    "version": 1
  }
}