{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2014:E3EKZZSWMH7CPTL3OESAMXV5NR","short_pith_number":"pith:E3EKZZSW","canonical_record":{"source":{"id":"1406.7117","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"stat.ME","submitted_at":"2014-06-27T09:03:33Z","cross_cats_sorted":[],"title_canon_sha256":"7bac1b71b0035af44ff60fbda870900b043dce0b44b970dd9d67b3c0e2d68fa9","abstract_canon_sha256":"d0b602ab155864e7354b0ce580bf2eeadf107137ee3a10520ae4f456ad89eb7d"},"schema_version":"1.0"},"canonical_sha256":"26c8ace65661fe27cd7b7124065ebd6c5439d6f7fdfeae3e94a812c20bb222bb","source":{"kind":"arxiv","id":"1406.7117","version":1},"source_aliases":[{"alias_kind":"arxiv","alias_value":"1406.7117","created_at":"2026-05-18T02:48:54Z"},{"alias_kind":"arxiv_version","alias_value":"1406.7117v1","created_at":"2026-05-18T02:48:54Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1406.7117","created_at":"2026-05-18T02:48:54Z"},{"alias_kind":"pith_short_12","alias_value":"E3EKZZSWMH7C","created_at":"2026-05-18T12:28:25Z"},{"alias_kind":"pith_short_16","alias_value":"E3EKZZSWMH7CPTL3","created_at":"2026-05-18T12:28:25Z"},{"alias_kind":"pith_short_8","alias_value":"E3EKZZSW","created_at":"2026-05-18T12:28:25Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2014:E3EKZZSWMH7CPTL3OESAMXV5NR","target":"record","payload":{"canonical_record":{"source":{"id":"1406.7117","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"stat.ME","submitted_at":"2014-06-27T09:03:33Z","cross_cats_sorted":[],"title_canon_sha256":"7bac1b71b0035af44ff60fbda870900b043dce0b44b970dd9d67b3c0e2d68fa9","abstract_canon_sha256":"d0b602ab155864e7354b0ce580bf2eeadf107137ee3a10520ae4f456ad89eb7d"},"schema_version":"1.0"},"canonical_sha256":"26c8ace65661fe27cd7b7124065ebd6c5439d6f7fdfeae3e94a812c20bb222bb","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-05-18T02:48:54.073869Z","signature_b64":"ZVk+gupeCwY/YEpgBuQ2Tar/zJjc9SyXctE3muqSl2vQLUY8mApZlgk8jOwECb1vCVDrEDFOhh3fBjFd14BEDA==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"26c8ace65661fe27cd7b7124065ebd6c5439d6f7fdfeae3e94a812c20bb222bb","last_reissued_at":"2026-05-18T02:48:54.073283Z","signature_status":"signed_v1","first_computed_at":"2026-05-18T02:48:54.073283Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"1406.7117","source_version":1,"attestation_state":"computed"},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-05-18T02:48:54Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"UjP4zG041TqgRmJCsnJ4A7NT0n1EfZIExZvbtpEFHvpXCFXdpt4B/T3xIvSUF5u0bne3aL7RielYdZUKJB3xAg==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-05-31T17:17:37.217472Z"},"content_sha256":"18a2a9f403504d54a74f032c06bc80ea2f171158f5a869cf6b82a49ba2750a4b","schema_version":"1.0","event_id":"sha256:18a2a9f403504d54a74f032c06bc80ea2f171158f5a869cf6b82a49ba2750a4b"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2014:E3EKZZSWMH7CPTL3OESAMXV5NR","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"A Complete Review of Controlling the FDR in a Multiple Comparison Problem Framework -- The Benjamini-Hochberg Algorithm","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":[],"primary_cat":"stat.ME","authors_text":"Anish Acharya","submitted_at":"2014-06-27T09:03:33Z","abstract_excerpt":"This paper is a review of the popular Benjamini Hochberg Method and other related useful methods of Multiple Hypothesis testing. This is written with the purpose of serving a short but complete easy to understand review of the main article with proper background. The paper titled 'Controlling the False Discovery Rate-a practical and powerful Approach to multiple Testing' by benjamini et. al.[1] proposes a new framework of controlling the False Discovery Rate in a Multiple Hypothesis testing problem. It has been claimed that the procedure proposed in the paper results in a substantial gain in p"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1406.7117","kind":"arxiv","version":1},"verdict":{"id":null,"model_set":{},"created_at":null,"strongest_claim":"","one_line_summary":"","pipeline_version":null,"weakest_assumption":"","pith_extraction_headline":""},"references":{"count":0,"sample":[],"resolved_work":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57","internal_anchors":0},"formal_canon":{"evidence_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"author_claims":{"count":0,"strong_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"builder_version":"pith-number-builder-2026-05-17-v1"},"verdict_id":null},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-05-18T02:48:54Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"f9roPIbxLiW/jwynez94GKhaAHbsQLqIxJnJS32WpieacNRPrTHflHa1ezivPjSyCGoQPl9fybDEvqZ6PrI7DA==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-05-31T17:17:37.218246Z"},"content_sha256":"3be3e0e2d1931652bd2d70e1acb9811393c71c13b93774ff3cc7d378201a1e7c","schema_version":"1.0","event_id":"sha256:3be3e0e2d1931652bd2d70e1acb9811393c71c13b93774ff3cc7d378201a1e7c"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/E3EKZZSWMH7CPTL3OESAMXV5NR/bundle.json","state_url":"https://pith.science/pith/E3EKZZSWMH7CPTL3OESAMXV5NR/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/E3EKZZSWMH7CPTL3OESAMXV5NR/bundle.json","status":"primary"}],"public_keys":[{"key_id":"pith-v1-2026-05","algorithm":"ed25519","format":"raw","public_key_b64":"stVStoiQhXFxp4s2pdzPNoqVNBMojDU/fJ2db5S3CbM=","public_key_hex":"b2d552b68890857171a78b36a5dccf368a953413288c353f7c9d9d6f94b709b3","fingerprint_sha256_b32_first128bits":"RVFV5Z2OI2J3ZUO7ERDEBCYNKS","fingerprint_sha256_hex":"8d4b5ee74e4693bcd1df2446408b0d54","rotates_at":null,"url":"https://pith.science/pith-signing-key.json","notes":"Pith uses this Ed25519 key to sign canonical record SHA-256 digests. Verify with: ed25519_verify(public_key, message=canonical_sha256_bytes, signature=base64decode(signature_b64))."}],"merge_version":"pith-open-graph-merge-v1","built_at":"2026-05-31T17:17:37Z","links":{"resolver":"https://pith.science/pith/E3EKZZSWMH7CPTL3OESAMXV5NR","bundle":"https://pith.science/pith/E3EKZZSWMH7CPTL3OESAMXV5NR/bundle.json","state":"https://pith.science/pith/E3EKZZSWMH7CPTL3OESAMXV5NR/state.json","well_known_bundle":"https://pith.science/.well-known/pith/E3EKZZSWMH7CPTL3OESAMXV5NR/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2014:E3EKZZSWMH7CPTL3OESAMXV5NR","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":"d0b602ab155864e7354b0ce580bf2eeadf107137ee3a10520ae4f456ad89eb7d","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"stat.ME","submitted_at":"2014-06-27T09:03:33Z","title_canon_sha256":"7bac1b71b0035af44ff60fbda870900b043dce0b44b970dd9d67b3c0e2d68fa9"},"schema_version":"1.0","source":{"id":"1406.7117","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"1406.7117","created_at":"2026-05-18T02:48:54Z"},{"alias_kind":"arxiv_version","alias_value":"1406.7117v1","created_at":"2026-05-18T02:48:54Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1406.7117","created_at":"2026-05-18T02:48:54Z"},{"alias_kind":"pith_short_12","alias_value":"E3EKZZSWMH7C","created_at":"2026-05-18T12:28:25Z"},{"alias_kind":"pith_short_16","alias_value":"E3EKZZSWMH7CPTL3","created_at":"2026-05-18T12:28:25Z"},{"alias_kind":"pith_short_8","alias_value":"E3EKZZSW","created_at":"2026-05-18T12:28:25Z"}],"graph_snapshots":[{"event_id":"sha256:3be3e0e2d1931652bd2d70e1acb9811393c71c13b93774ff3cc7d378201a1e7c","target":"graph","created_at":"2026-05-18T02:48:54Z","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":"This paper is a review of the popular Benjamini Hochberg Method and other related useful methods of Multiple Hypothesis testing. This is written with the purpose of serving a short but complete easy to understand review of the main article with proper background. The paper titled 'Controlling the False Discovery Rate-a practical and powerful Approach to multiple Testing' by benjamini et. al.[1] proposes a new framework of controlling the False Discovery Rate in a Multiple Hypothesis testing problem. It has been claimed that the procedure proposed in the paper results in a substantial gain in p","authors_text":"Anish Acharya","cross_cats":[],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"stat.ME","submitted_at":"2014-06-27T09:03:33Z","title":"A Complete Review of Controlling the FDR in a Multiple Comparison Problem Framework -- The Benjamini-Hochberg Algorithm"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1406.7117","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":"sha256:18a2a9f403504d54a74f032c06bc80ea2f171158f5a869cf6b82a49ba2750a4b","target":"record","created_at":"2026-05-18T02:48:54Z","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":"d0b602ab155864e7354b0ce580bf2eeadf107137ee3a10520ae4f456ad89eb7d","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"stat.ME","submitted_at":"2014-06-27T09:03:33Z","title_canon_sha256":"7bac1b71b0035af44ff60fbda870900b043dce0b44b970dd9d67b3c0e2d68fa9"},"schema_version":"1.0","source":{"id":"1406.7117","kind":"arxiv","version":1}},"canonical_sha256":"26c8ace65661fe27cd7b7124065ebd6c5439d6f7fdfeae3e94a812c20bb222bb","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"26c8ace65661fe27cd7b7124065ebd6c5439d6f7fdfeae3e94a812c20bb222bb","first_computed_at":"2026-05-18T02:48:54.073283Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-05-18T02:48:54.073283Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"ZVk+gupeCwY/YEpgBuQ2Tar/zJjc9SyXctE3muqSl2vQLUY8mApZlgk8jOwECb1vCVDrEDFOhh3fBjFd14BEDA==","signature_status":"signed_v1","signed_at":"2026-05-18T02:48:54.073869Z","signed_message":"canonical_sha256_bytes"},"source_id":"1406.7117","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:18a2a9f403504d54a74f032c06bc80ea2f171158f5a869cf6b82a49ba2750a4b","sha256:3be3e0e2d1931652bd2d70e1acb9811393c71c13b93774ff3cc7d378201a1e7c"],"state_sha256":"3c1ed6b57b8e7a46b0f4e7a1aa5ab9c3a3f76a10a143401b1ff5922696a3b53c"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"Z3BMP8wL4sFZccVty/kopLFDYzqJ1zBhYlrG3JXeqOulkRfEVcHgLJdk//oFtiNI+BN8+1H+Px5l8p3koKGcCg==","signed_message":"bundle_sha256_bytes","signed_at":"2026-05-31T17:17:37.223173Z","bundle_sha256":"f07e6525768e102ba31ad10b9f8a4ac63f2dcebf652bb8eaf5feb4c4e95f9164"}}