{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2016:72YERC5P4BEVZEJFJ2XJ7UBLT6","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":"d56e1f90715b2401532257c35c80027d6fd6f6cffd2e19c1c18d7afaba703930","cross_cats_sorted":["stat.AP"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"stat.ME","submitted_at":"2016-03-17T02:06:02Z","title_canon_sha256":"00c665263f917711bd1335b1f4e4612459de69c324c853c5edf38b54d70bd11d"},"schema_version":"1.0","source":{"id":"1603.05334","kind":"arxiv","version":2}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"1603.05334","created_at":"2026-05-18T00:42:13Z"},{"alias_kind":"arxiv_version","alias_value":"1603.05334v2","created_at":"2026-05-18T00:42:13Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1603.05334","created_at":"2026-05-18T00:42:13Z"},{"alias_kind":"pith_short_12","alias_value":"72YERC5P4BEV","created_at":"2026-05-18T12:30:04Z"},{"alias_kind":"pith_short_16","alias_value":"72YERC5P4BEVZEJF","created_at":"2026-05-18T12:30:04Z"},{"alias_kind":"pith_short_8","alias_value":"72YERC5P","created_at":"2026-05-18T12:30:04Z"}],"graph_snapshots":[{"event_id":"sha256:a957330390d9328ec36e24957395403a71d391c9e842dd29a5411589b8c41c4a","target":"graph","created_at":"2026-05-18T00:42:13Z","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"},"paper":{"abstract_excerpt":"Researchers in data-rich disciplines---think of computational genomics and observational cosmology---often wish to mine large bodies of $p$-values looking for significant effects, while controlling the false discovery rate or family-wise error rate. Increasingly, researchers also wish to prioritize certain hypotheses, for example those thought to have larger effect sizes, by upweighting, and to impose constraints on the underlying mining, such as monotonicity along a certain sequence.\n  We introduce Princessp, a principled method for performing weighted multiple testing by constrained convex o","authors_text":"Edgar Dobriban","cross_cats":["stat.AP"],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"stat.ME","submitted_at":"2016-03-17T02:06:02Z","title":"Weighted mining of massive collections of $p$-values by convex optimization"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1603.05334","kind":"arxiv","version":2},"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":"sha256:7aebe0bd29a52a13e5d46cebee78a21ef31fd6abb295369a7b2f84ea321da0f4","target":"record","created_at":"2026-05-18T00:42:13Z","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":"d56e1f90715b2401532257c35c80027d6fd6f6cffd2e19c1c18d7afaba703930","cross_cats_sorted":["stat.AP"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"stat.ME","submitted_at":"2016-03-17T02:06:02Z","title_canon_sha256":"00c665263f917711bd1335b1f4e4612459de69c324c853c5edf38b54d70bd11d"},"schema_version":"1.0","source":{"id":"1603.05334","kind":"arxiv","version":2}},"canonical_sha256":"feb0488bafe0495c91254eae9fd02b9f98dfb795863800b9735080da970bfa34","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"feb0488bafe0495c91254eae9fd02b9f98dfb795863800b9735080da970bfa34","first_computed_at":"2026-05-18T00:42:13.218933Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-05-18T00:42:13.218933Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"A4iEyC0QD8O+q4Owb8Bcv/XHqEihHJufgJCC5+9hPQt5GaCxOjVXTdN/dZ+OqLEVcadN7F64LfZbK3ija2H8Dg==","signature_status":"signed_v1","signed_at":"2026-05-18T00:42:13.219615Z","signed_message":"canonical_sha256_bytes"},"source_id":"1603.05334","source_kind":"arxiv","source_version":2}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:7aebe0bd29a52a13e5d46cebee78a21ef31fd6abb295369a7b2f84ea321da0f4","sha256:a957330390d9328ec36e24957395403a71d391c9e842dd29a5411589b8c41c4a"],"state_sha256":"0ab06277816d8ee6d15539541b305b5b8f97ffd0cb8b846e12275eb21332b781"}