Pith Number

pith:Z354QCG5

pith:2015:Z354QCG55MVZM5FWKMI4TNMBBB

not attested not anchored not stored refs pending

Residual Weighted Learning for Estimating Individualized Treatment Rules

Michael R. Kosorok, Nicole Mayer-Hamblett, Umer Khan, Xin Zhou

arxiv:1508.03179 v1 · 2015-08-13 · stat.ME

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{Z354QCG55MVZM5FWKMI4TNMBBB}

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	2026-05-18T01:35:21.494296Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

cefbc808ddeb2b9674b65311c9b581084d90de33456386f09788a7d584ae91ec

Aliases

arxiv: 1508.03179 · arxiv_version: 1508.03179v1 · doi: 10.48550/arxiv.1508.03179 · pith_short_12: Z354QCG55MVZ · pith_short_16: Z354QCG55MVZM5FW · pith_short_8: Z354QCG5

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/Z354QCG55MVZM5FWKMI4TNMBBB \
  | 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: cefbc808ddeb2b9674b65311c9b581084d90de33456386f09788a7d584ae91ec

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5d30cb9c0e12b2bc4059565f2e16f17a2d67cb55678e4665ec1f97277872e0d3",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ME",
    "submitted_at": "2015-08-13T11:41:52Z",
    "title_canon_sha256": "ab26634e1447d50ec2fe19c33d2df05133e21b0b3590b05692651153395801c3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1508.03179",
    "kind": "arxiv",
    "version": 1
  }
}