{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2024:OMGATGRAGGA2ZHELNPKTFHWRTR","merge_version":"pith-open-graph-merge-v1","event_count":2,"valid_event_count":2,"invalid_event_count":0,"equivocation_count":0,"current":{"canonical_record":{"metadata":{"abstract_canon_sha256":"952ed20c996b2688bf14af44c1d5ea813d16bb095bda689f092295237ea6ce7b","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"stat.ME","submitted_at":"2024-05-21T14:16:33Z","title_canon_sha256":"a0b0c7650144146299c69dcd3a61ebc51165d75169d0a32c51de9cb6c57e364a"},"schema_version":"1.0","source":{"id":"2405.12816","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2405.12816","created_at":"2026-07-05T08:21:26Z"},{"alias_kind":"arxiv_version","alias_value":"2405.12816v1","created_at":"2026-07-05T08:21:26Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2405.12816","created_at":"2026-07-05T08:21:26Z"},{"alias_kind":"pith_short_12","alias_value":"OMGATGRAGGA2","created_at":"2026-07-05T08:21:26Z"},{"alias_kind":"pith_short_16","alias_value":"OMGATGRAGGA2ZHEL","created_at":"2026-07-05T08:21:26Z"},{"alias_kind":"pith_short_8","alias_value":"OMGATGRA","created_at":"2026-07-05T08:21:26Z"}],"graph_snapshots":[{"event_id":"sha256:abfc770b9b34d22641880fd4d470d44e2839e8df9f48755ec0a2b8c9e772c6eb","target":"graph","created_at":"2026-07-05T08:21:26Z","signer":{"key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signer_id":"pith.science","signer_type":"pith_registry"},"payload":{"graph_snapshot":{"author_claims":{"count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57","strong_count":0},"builder_version":"pith-number-builder-2026-05-17-v1","claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"formal_canon":{"evidence_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"integrity":{"available":true,"clean":true,"detectors_run":[],"endpoint":"/pith/2405.12816/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"The mainstream theory of hypothesis testing in high-dimensional regression typically assumes the underlying true model is a low-dimensional linear regression model, yet the Box-Cox transformation is a regression technique commonly used to mitigate anomalies like non-additivity and heteroscedasticity. This paper introduces a more flexible framework, the non-parametric Box-Cox model with unspecified transformation, to address model mis-specification in high-dimensional linear hypothesis testing while preserving the interpretation of regression coefficients. Model estimation and computation in hi","authors_text":"He Zhou, Hui Zou","cross_cats":[],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"stat.ME","submitted_at":"2024-05-21T14:16:33Z","title":"A Non-Parametric Box-Cox Approach to Robustifying High-Dimensional Linear Hypothesis Testing"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2405.12816","kind":"arxiv","version":1},"verdict":{"created_at":null,"id":null,"model_set":{},"one_line_summary":"","pipeline_version":null,"pith_extraction_headline":"","strongest_claim":"","weakest_assumption":""}},"verdict_id":null}}],"author_attestations":[],"timestamp_anchors":[],"storage_attestations":[],"citation_signatures":[],"replication_records":[],"corrections":[],"mirror_hints":[],"record_created":{"event_id":"sha256:3ada7fd514ec245e7823039bb48fab95cc40906d8b9dbb19781cf1f8b3ab116d","target":"record","created_at":"2026-07-05T08:21:26Z","signer":{"key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signer_id":"pith.science","signer_type":"pith_registry"},"payload":{"attestation_state":"computed","canonical_record":{"metadata":{"abstract_canon_sha256":"952ed20c996b2688bf14af44c1d5ea813d16bb095bda689f092295237ea6ce7b","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"stat.ME","submitted_at":"2024-05-21T14:16:33Z","title_canon_sha256":"a0b0c7650144146299c69dcd3a61ebc51165d75169d0a32c51de9cb6c57e364a"},"schema_version":"1.0","source":{"id":"2405.12816","kind":"arxiv","version":1}},"canonical_sha256":"730c099a203181ac9c8b6bd5329ed19c7e1a706ec977a7c1dfcdc8bcbdd5a781","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"730c099a203181ac9c8b6bd5329ed19c7e1a706ec977a7c1dfcdc8bcbdd5a781","first_computed_at":"2026-07-05T08:21:26.310310Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T08:21:26.310310Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"BVertfHUj/eUT4PbGSaIWsE7Nrr9WeaUAYdlrUUrgeJZwbKj/VAYWq9Bxi8kej8K9ul3rFYRiNPaQQdB8PYPCA==","signature_status":"signed_v1","signed_at":"2026-07-05T08:21:26.310726Z","signed_message":"canonical_sha256_bytes"},"source_id":"2405.12816","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:3ada7fd514ec245e7823039bb48fab95cc40906d8b9dbb19781cf1f8b3ab116d","sha256:abfc770b9b34d22641880fd4d470d44e2839e8df9f48755ec0a2b8c9e772c6eb"],"state_sha256":"cd77754a8bec4a47ff8b90ff1293566671c3f6f31d867e9a74ff37a31f8b2d64"}