Pith Number

pith:JVMMIRR7

pith:2020:JVMMIRR7FI4ZMSCG6EKDURI7ZP

not attested not anchored not stored refs pending

Na\"ive regression requires weaker assumptions than factor models to adjust for multiple cause confounding

Brandon M. Stewart, Dean Knox, Justin Grimmer

arxiv:2007.12702 v1 · 2020-07-24 · stat.ME · cs.LG · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{JVMMIRR7FI4ZMSCG6EKDURI7ZP}

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.

Cited by

2 papers in Pith

Causal Inference for All: Marginal Estimands for Outcomes Truncated by Death

An adaptive variance estimator for relative sparsity

Receipt and verification

First computed	2026-07-05T01:22:03.150034Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4d58c4463f2a39964846f1143a451fcbf657c2653fd492178a898ac890e67a00

Aliases

arxiv: 2007.12702 · arxiv_version: 2007.12702v1 · doi: 10.48550/arxiv.2007.12702 · pith_short_12: JVMMIRR7FI4Z · pith_short_16: JVMMIRR7FI4ZMSCG · pith_short_8: JVMMIRR7

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/JVMMIRR7FI4ZMSCG6EKDURI7ZP \
  | 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: 4d58c4463f2a39964846f1143a451fcbf657c2653fd492178a898ac890e67a00

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6293701f8b27a675d463a28b94042804ec95ff06e81bf2f82efec37b443fccf9",
    "cross_cats_sorted": [
      "cs.LG",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ME",
    "submitted_at": "2020-07-24T18:00:02Z",
    "title_canon_sha256": "96cbec690808250ae3601cd622ace8fab0d3db0d3a6c5d0b8b17230523542ff0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2007.12702",
    "kind": "arxiv",
    "version": 1
  }
}