{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2026:DRSQK2YSEAXGPCXZNHWO2P2SPG","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":"9c1bbeae493c86732ae4ec9b24303644d9d157a15c049f44a61c1310cafd8ea4","cross_cats_sorted":["math.PR","stat.TH"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"math.ST","submitted_at":"2026-06-05T17:53:06Z","title_canon_sha256":"ed3d1350d967eef33bc53914c05a32419aef61e7d27d093ac771dd6e876c3cfa"},"schema_version":"1.0","source":{"id":"2606.07499","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2606.07499","created_at":"2026-06-08T01:05:31Z"},{"alias_kind":"arxiv_version","alias_value":"2606.07499v1","created_at":"2026-06-08T01:05:31Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2606.07499","created_at":"2026-06-08T01:05:31Z"},{"alias_kind":"pith_short_12","alias_value":"DRSQK2YSEAXG","created_at":"2026-06-08T01:05:31Z"},{"alias_kind":"pith_short_16","alias_value":"DRSQK2YSEAXGPCXZ","created_at":"2026-06-08T01:05:31Z"},{"alias_kind":"pith_short_8","alias_value":"DRSQK2YS","created_at":"2026-06-08T01:05:31Z"}],"graph_snapshots":[{"event_id":"sha256:53175dfce2ec1b2f4627753b170b4fe45ebcfdd4243a3a70119ebf8c40f10f3e","target":"graph","created_at":"2026-06-08T01:05:31Z","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/2606.07499/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"We derive asymptotic multivariate normal limits and explicit non-asymptotic normal approximation bounds for group sequential quasi-maximum likelihood estimators under possible model misspecification and within-group dependence. The bounds, obtained using Stein's method, have known constants and apply to a class of dependent-data estimating problems in which the likelihood used for estimation may differ from the true data-generating mechanism. We compute the limiting covariance structure and finite-sample bound explicitly for a Poisson generalized linear mixed model with random group effects an","authors_text":"Jay Bartroff, Julian Aronowitz","cross_cats":["math.PR","stat.TH"],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"math.ST","submitted_at":"2026-06-05T17:53:06Z","title":"Non-asymptotic bounds for quasi-MLE, misspecified models, and dependence under group sequential sampling"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2606.07499","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":"sha256:714db4ebb18efa1a8123e1240eb3e65a53f3e3a69e697ebb03d3b03f6205272a","target":"record","created_at":"2026-06-08T01:05:31Z","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":"9c1bbeae493c86732ae4ec9b24303644d9d157a15c049f44a61c1310cafd8ea4","cross_cats_sorted":["math.PR","stat.TH"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"math.ST","submitted_at":"2026-06-05T17:53:06Z","title_canon_sha256":"ed3d1350d967eef33bc53914c05a32419aef61e7d27d093ac771dd6e876c3cfa"},"schema_version":"1.0","source":{"id":"2606.07499","kind":"arxiv","version":1}},"canonical_sha256":"1c65056b12202e678af969eced3f527995ac4472a17884aa44c59eea43f73b30","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"1c65056b12202e678af969eced3f527995ac4472a17884aa44c59eea43f73b30","first_computed_at":"2026-06-08T01:05:31.204198Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-06-08T01:05:31.204198Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"4UCn1311y4MJWc0SDbryZqetBrxMfFVa+ZQzQqQ4+K9cqjaJZGWocDlzJYtnPUN996RmVpcdQ19JU49T0jwADw==","signature_status":"signed_v1","signed_at":"2026-06-08T01:05:31.205113Z","signed_message":"canonical_sha256_bytes"},"source_id":"2606.07499","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:714db4ebb18efa1a8123e1240eb3e65a53f3e3a69e697ebb03d3b03f6205272a","sha256:53175dfce2ec1b2f4627753b170b4fe45ebcfdd4243a3a70119ebf8c40f10f3e"],"state_sha256":"e89f8f2f43758727a3563f910a5a01d5ba1931290fe594e8d8360e324ac2d538"}