pith. sign in
Pith Number

pith:RKLCMAZP

pith:2019:RKLCMAZPUSZP6WDXEA4BPKL7PE
not attested not anchored not stored refs pending

P\'olygamma Data Augmentation to address Non-conjugacy in the Bayesian Estimation of Mixed Multinomial Logit Models

Michel Bierlaire, Prateek Bansal, Ricardo A. Daziano, Rico Krueger, Taha H. Rashidi

arxiv:1904.07688 v1 · 2019-04-13 · stat.ML · cs.LG · econ.EM · stat.AP

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{RKLCMAZPUSZP6WDXEA4BPKL7PE}

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 2026-05-17T23:48:24.486402Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

8a9626032fa4b2ff5877203817a97f7925c8ff0f5d45a1146eaa562cb9ed3dd0

Aliases

arxiv: 1904.07688 · arxiv_version: 1904.07688v1 · doi: 10.48550/arxiv.1904.07688 · pith_short_12: RKLCMAZPUSZP · pith_short_16: RKLCMAZPUSZP6WDX · pith_short_8: RKLCMAZP
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/RKLCMAZPUSZP6WDXEA4BPKL7PE \
  | 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: 8a9626032fa4b2ff5877203817a97f7925c8ff0f5d45a1146eaa562cb9ed3dd0
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "b29b0cfafe0de4b6a05821634628710a63b81eca905947c8442a8f3f45cd22ec",
    "cross_cats_sorted": [
      "cs.LG",
      "econ.EM",
      "stat.AP"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2019-04-13T16:38:18Z",
    "title_canon_sha256": "cd2e6ed373dddbe391acbeb50ae19026106bba3b6cc73cd7bfbd3dfbffcb90c4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1904.07688",
    "kind": "arxiv",
    "version": 1
  }
}