pith. sign in
Pith Number

pith:V6FIXK44

pith:2026:V6FIXK4457REAI35GU4TGWPKAJ
not attested not anchored not stored refs pending

Modeling Covariate Transition for Efficient Estimation of Longitudinal Treatment Effects in Randomized Experiments

Naoki Chihara, Shota Yasui, Tatsushi Oka, Yasuko Matsubara, Yasushi Sakurai

arxiv:2605.31443 v1 · 2026-05-29 · stat.ME · cs.LG · econ.EM · math.ST · stat.TH

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{V6FIXK4457REAI35GU4TGWPKAJ}

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 2026-06-01T02:04:06.202673Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

af8a8bab9cefe240237d35393359ea0253842a3663558e47f2cea7cb3731c069

Aliases

arxiv: 2605.31443 · arxiv_version: 2605.31443v1 · doi: 10.48550/arxiv.2605.31443 · pith_short_12: V6FIXK4457RE · pith_short_16: V6FIXK4457REAI35 · pith_short_8: V6FIXK44
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/V6FIXK4457REAI35GU4TGWPKAJ \
  | 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: af8a8bab9cefe240237d35393359ea0253842a3663558e47f2cea7cb3731c069
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "44a528f6bf72a85398d6b147f5cbfe9d06d62bfa26d30eec28a7b712e3e5e716",
    "cross_cats_sorted": [
      "cs.LG",
      "econ.EM",
      "math.ST",
      "stat.TH"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "stat.ME",
    "submitted_at": "2026-05-29T15:40:07Z",
    "title_canon_sha256": "ccd9e9b47fe55e9bbb0c76e5f8b4abf2e025e1a5dcf9e340e22df3eeef80d474"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.31443",
    "kind": "arxiv",
    "version": 1
  }
}