{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2017:J3CTV22SFRTAUQUSWZTK3SXEG6","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":"edbacef78e21da667f463edf70277bcf83110b0e3c1ae550e0e28ff3c614cbdc","cross_cats_sorted":["stat.TH"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"math.ST","submitted_at":"2017-11-14T08:10:52Z","title_canon_sha256":"473cbbf86e63a753dd52f2471daafed1d5756b96b369c9bd66e6e14149a32de5"},"schema_version":"1.0","source":{"id":"1711.04990","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"1711.04990","created_at":"2026-05-18T00:30:35Z"},{"alias_kind":"arxiv_version","alias_value":"1711.04990v1","created_at":"2026-05-18T00:30:35Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1711.04990","created_at":"2026-05-18T00:30:35Z"},{"alias_kind":"pith_short_12","alias_value":"J3CTV22SFRTA","created_at":"2026-05-18T12:31:21Z"},{"alias_kind":"pith_short_16","alias_value":"J3CTV22SFRTAUQUS","created_at":"2026-05-18T12:31:21Z"},{"alias_kind":"pith_short_8","alias_value":"J3CTV22S","created_at":"2026-05-18T12:31:21Z"}],"graph_snapshots":[{"event_id":"sha256:ef884b5325d2088c7c3868ab8a90668484693ded91f69ef4a793198deca65030","target":"graph","created_at":"2026-05-18T00:30:35Z","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":"In this article we study the existence and strong consistency of GEE estimators, when the generalized estimating functions are martingales with random coefficients. Furthermore, we characterize estimating functions which are asymptotically optimal.","authors_text":"Ioana Schiopu-Kratina, Laura Dumitrescu","cross_cats":["stat.TH"],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"math.ST","submitted_at":"2017-11-14T08:10:52Z","title":"Strong consistency and optimality for generalized estimating equations with stochastic covariates"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1711.04990","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:ef1f9e8e15514c62fdfaeda6cd48a82eaa7308a7c8c46277a28a0cf661a946fa","target":"record","created_at":"2026-05-18T00:30:35Z","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":"edbacef78e21da667f463edf70277bcf83110b0e3c1ae550e0e28ff3c614cbdc","cross_cats_sorted":["stat.TH"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"math.ST","submitted_at":"2017-11-14T08:10:52Z","title_canon_sha256":"473cbbf86e63a753dd52f2471daafed1d5756b96b369c9bd66e6e14149a32de5"},"schema_version":"1.0","source":{"id":"1711.04990","kind":"arxiv","version":1}},"canonical_sha256":"4ec53aeb522c660a4292b666adcae4379381710c436e9f9c81f190650745bdd5","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"4ec53aeb522c660a4292b666adcae4379381710c436e9f9c81f190650745bdd5","first_computed_at":"2026-05-18T00:30:35.204982Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-05-18T00:30:35.204982Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"+fhH4cz/4dCwvcG7KvtyLGKqbCh0NnQ6duyxIUeE8Oe00znm0SkMrzTnQ/BK8vWjV76y3b8IHuKMFhH2cgiiAA==","signature_status":"signed_v1","signed_at":"2026-05-18T00:30:35.205489Z","signed_message":"canonical_sha256_bytes"},"source_id":"1711.04990","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:ef1f9e8e15514c62fdfaeda6cd48a82eaa7308a7c8c46277a28a0cf661a946fa","sha256:ef884b5325d2088c7c3868ab8a90668484693ded91f69ef4a793198deca65030"],"state_sha256":"72518e7fe2b8a9f60976bbc9383ddee142696e89676f0a5234ba4ae793966528"}