Pith Number

pith:DMJODIMY

pith:2021:DMJODIMYRTGO4QE2BLKYGLKARR

not attested not anchored not stored refs pending

Automatic Double Machine Learning for Continuous Treatment Effects

Sylvia Klosin

arxiv:2104.10334 v1 · 2021-04-21 · econ.EM · math.ST · stat.ML · stat.TH

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{DMJODIMYRTGO4QE2BLKYGLKARR}

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

1 paper in Pith

Doubly Robust Inference on Causal Derivative Effects for Continuous Treatments

Receipt and verification

First computed	2026-07-05T02:34:01.307218Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1b12e1a1988cccee409a0ad5832d408c5c83d5fc51771a41e43b11265167da64

Aliases

arxiv: 2104.10334 · arxiv_version: 2104.10334v1 · doi: 10.48550/arxiv.2104.10334 · pith_short_12: DMJODIMYRTGO · pith_short_16: DMJODIMYRTGO4QE2 · pith_short_8: DMJODIMY

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/DMJODIMYRTGO4QE2BLKYGLKARR \
  | 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: 1b12e1a1988cccee409a0ad5832d408c5c83d5fc51771a41e43b11265167da64

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "dfe49e24543989b0eca0b414ae6e64c2adfda833faa362a50cc318f563fe92e2",
    "cross_cats_sorted": [
      "math.ST",
      "stat.ML",
      "stat.TH"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "econ.EM",
    "submitted_at": "2021-04-21T03:17:40Z",
    "title_canon_sha256": "58411abd51785ff33e1df273171f16424b8538e991141e5dda3043b80832af33"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2104.10334",
    "kind": "arxiv",
    "version": 1
  }
}