Pith Number

pith:EZDHQQKA

pith:2024:EZDHQQKATX2ZA4SFEQOD5FIEKK

not attested not anchored not stored refs pending

RVRAE: A Dynamic Factor Model Based on Variational Recurrent Autoencoder for Stock Returns Prediction

Shengjie Guo, Yilun Wang

arxiv:2403.02500 v1 · 2024-03-04 · q-fin.PM · cs.LG · q-fin.PR

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{EZDHQQKATX2ZA4SFEQOD5FIEKK}

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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

Multilayer Perceptron Neural Network Models in Asset Pricing: An Empirical Study on Large-Cap US Stocks

Receipt and verification

First computed	2026-07-05T07:52:18.316223Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

26467841409df5907245241c3e95045287b77424ccbeb85c14231ece9667c2e6

Aliases

arxiv: 2403.02500 · arxiv_version: 2403.02500v1 · doi: 10.48550/arxiv.2403.02500 · pith_short_12: EZDHQQKATX2Z · pith_short_16: EZDHQQKATX2ZA4SF · pith_short_8: EZDHQQKA

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/EZDHQQKATX2ZA4SFEQOD5FIEKK \
  | 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: 26467841409df5907245241c3e95045287b77424ccbeb85c14231ece9667c2e6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2cc922124862f5ecb00eaf82258fd572521bee2a1a0663e0c52ef08020911bcf",
    "cross_cats_sorted": [
      "cs.LG",
      "q-fin.PR"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "q-fin.PM",
    "submitted_at": "2024-03-04T21:48:32Z",
    "title_canon_sha256": "4c8511290c9da0bf55c3e8a95346aee553a5786071b5c03ab3cc9fcc1e08793e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2403.02500",
    "kind": "arxiv",
    "version": 1
  }
}