{"record_type":"pith_number_record","schema_url":"https://pith.science/schemas/pith-number/v1.json","pith_number":"pith:2011:WLZVJNAP2NY3JM4MCERKRPZKRO","short_pith_number":"pith:WLZVJNAP","schema_version":"1.0","canonical_sha256":"b2f354b40fd371b4b38c1122a8bf2a8ba012e22191f7c79e7c175e73a7a4d2cb","source":{"kind":"arxiv","id":"1103.5178","version":1},"attestation_state":"computed","paper":{"title":"Logistic Network Regression for Scalable Analysis of Networks with Joint Edge/Vertex Dynamics","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":["stat.AP"],"primary_cat":"stat.ME","authors_text":"Carter T. Butts, Zack W. Almquist","submitted_at":"2011-03-27T02:13:05Z","abstract_excerpt":"Network dynamics may be viewed as a process of change in the edge structure of a network, in the vertex set on which edges are defined, or in both simultaneously. Though early studies of such processes were primarily descriptive, recent work on this topic has increasingly turned to formal statistical models. While showing great promise, many of these modern dynamic models are computationally intensive and scale very poorly in the size of the network under study and/or the number of time points considered. Likewise, currently employed models focus on edge dynamics, with little support for endog"},"verification_status":{"content_addressed":true,"pith_receipt":true,"author_attested":false,"weak_author_claims":0,"strong_author_claims":0,"externally_anchored":false,"storage_verified":false,"citation_signatures":0,"replication_records":0,"graph_snapshot":true,"references_resolved":false,"formal_links_present":false},"canonical_record":{"source":{"id":"1103.5178","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"stat.ME","submitted_at":"2011-03-27T02:13:05Z","cross_cats_sorted":["stat.AP"],"title_canon_sha256":"fb8c4dfaa1bd7d73a63de64c2298014e29662ebc1614de8fde77ee0bae906cc7","abstract_canon_sha256":"c590d7f2350bb15f870164ba3d72f8d5c3974c56d30fe4a3e942cfa7f5f9f740"},"schema_version":"1.0"},"receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-05-18T04:25:38.480645Z","signature_b64":"OLWmBKrNRaR8xfWsrBvP5RTsw6mkuQFlJS24no07BDuqxOTVlflwbJ3CsIv8rQuZDl8XeD772nRFhjV3ICgGBA==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"b2f354b40fd371b4b38c1122a8bf2a8ba012e22191f7c79e7c175e73a7a4d2cb","last_reissued_at":"2026-05-18T04:25:38.480205Z","signature_status":"signed_v1","first_computed_at":"2026-05-18T04:25:38.480205Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"graph_snapshot":{"paper":{"title":"Logistic Network Regression for Scalable Analysis of Networks with Joint Edge/Vertex Dynamics","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":["stat.AP"],"primary_cat":"stat.ME","authors_text":"Carter T. Butts, Zack W. Almquist","submitted_at":"2011-03-27T02:13:05Z","abstract_excerpt":"Network dynamics may be viewed as a process of change in the edge structure of a network, in the vertex set on which edges are defined, or in both simultaneously. Though early studies of such processes were primarily descriptive, recent work on this topic has increasingly turned to formal statistical models. While showing great promise, many of these modern dynamic models are computationally intensive and scale very poorly in the size of the network under study and/or the number of time points considered. Likewise, currently employed models focus on edge dynamics, with little support for endog"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1103.5178","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"},"aliases":[{"alias_kind":"arxiv","alias_value":"1103.5178","created_at":"2026-05-18T04:25:38.480267+00:00"},{"alias_kind":"arxiv_version","alias_value":"1103.5178v1","created_at":"2026-05-18T04:25:38.480267+00:00"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1103.5178","created_at":"2026-05-18T04:25:38.480267+00:00"},{"alias_kind":"pith_short_12","alias_value":"WLZVJNAP2NY3","created_at":"2026-05-18T12:26:44.992195+00:00"},{"alias_kind":"pith_short_16","alias_value":"WLZVJNAP2NY3JM4M","created_at":"2026-05-18T12:26:44.992195+00:00"},{"alias_kind":"pith_short_8","alias_value":"WLZVJNAP","created_at":"2026-05-18T12:26:44.992195+00:00"}],"events":[],"event_summary":{},"paper_claims":[],"inbound_citations":{"count":0,"internal_anchor_count":0,"sample":[]},"formal_canon":{"evidence_count":0,"sample":[],"anchors":[]},"links":{"html":"https://pith.science/pith/WLZVJNAP2NY3JM4MCERKRPZKRO","json":"https://pith.science/pith/WLZVJNAP2NY3JM4MCERKRPZKRO.json","graph_json":"https://pith.science/api/pith-number/WLZVJNAP2NY3JM4MCERKRPZKRO/graph.json","events_json":"https://pith.science/api/pith-number/WLZVJNAP2NY3JM4MCERKRPZKRO/events.json","paper":"https://pith.science/paper/WLZVJNAP"},"agent_actions":{"view_html":"https://pith.science/pith/WLZVJNAP2NY3JM4MCERKRPZKRO","download_json":"https://pith.science/pith/WLZVJNAP2NY3JM4MCERKRPZKRO.json","view_paper":"https://pith.science/paper/WLZVJNAP","resolve_alias":"https://pith.science/api/pith-number/resolve?arxiv=1103.5178&json=true","fetch_graph":"https://pith.science/api/pith-number/WLZVJNAP2NY3JM4MCERKRPZKRO/graph.json","fetch_events":"https://pith.science/api/pith-number/WLZVJNAP2NY3JM4MCERKRPZKRO/events.json","actions":{"anchor_timestamp":"https://pith.science/pith/WLZVJNAP2NY3JM4MCERKRPZKRO/action/timestamp_anchor","attest_storage":"https://pith.science/pith/WLZVJNAP2NY3JM4MCERKRPZKRO/action/storage_attestation","attest_author":"https://pith.science/pith/WLZVJNAP2NY3JM4MCERKRPZKRO/action/author_attestation","sign_citation":"https://pith.science/pith/WLZVJNAP2NY3JM4MCERKRPZKRO/action/citation_signature","submit_replication":"https://pith.science/pith/WLZVJNAP2NY3JM4MCERKRPZKRO/action/replication_record"}},"created_at":"2026-05-18T04:25:38.480267+00:00","updated_at":"2026-05-18T04:25:38.480267+00:00"}