Pith Number

pith:3PP7ZOYG

pith:2021:3PP7ZOYG76UWYZUAXP7TU3JW7E

not attested not anchored not stored refs pending

Estimating Heterogeneous Treatment Effects for General Responses

Trevor Hastie, Zijun Gao

arxiv:2103.04277 v4 · 2021-03-07 · 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{3PP7ZOYG76UWYZUAXP7TU3JW7E}

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

3 papers in Pith

Targeted Regularization for Causal Effect Estimation with Exponential Dispersion Family Outcomes

Adaptive Experimentation for Censored Survival Outcomes

Assessing the robustness of heterogeneous treatment effects in survival analysis under informative censoring

Receipt and verification

First computed	2026-07-05T03:51:54.736766Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

dbdffcbb06ffa96c6680bbff3a6d36f92bacdaa170ab6e4f6ceefb522fdc25c0

Aliases

arxiv: 2103.04277 · arxiv_version: 2103.04277v4 · doi: 10.48550/arxiv.2103.04277 · pith_short_12: 3PP7ZOYG76UW · pith_short_16: 3PP7ZOYG76UWYZUA · pith_short_8: 3PP7ZOYG

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/3PP7ZOYG76UWYZUAXP7TU3JW7E \
  | 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: dbdffcbb06ffa96c6680bbff3a6d36f92bacdaa170ab6e4f6ceefb522fdc25c0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e8ec79e4a22c43e53968791eb9cf33d9625dde8cce20d27614214af9b4d2fede",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ME",
    "submitted_at": "2021-03-07T05:40:53Z",
    "title_canon_sha256": "4c3f2a45285c27f5f524bac8d5b25c996038ff15bc0ca94bb45f49ea93a6f0e7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2103.04277",
    "kind": "arxiv",
    "version": 4
  }
}