{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2023:NDOVUIE35CIWY6VJNRZVRRINYR","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":"ec9f4a91120303615c22d0d5500a15eae7ddc10d8211df6df4b94661f4db8fd5","cross_cats_sorted":["cs.LG","stat.TH"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"math.ST","submitted_at":"2023-12-25T01:00:58Z","title_canon_sha256":"55a7eb60bebc0a8b4000ad921d07732a86dc1db919880e5dfd976270547ec395"},"schema_version":"1.0","source":{"id":"2312.15574","kind":"arxiv","version":5}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2312.15574","created_at":"2026-07-05T10:39:45Z"},{"alias_kind":"arxiv_version","alias_value":"2312.15574v5","created_at":"2026-07-05T10:39:45Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2312.15574","created_at":"2026-07-05T10:39:45Z"},{"alias_kind":"pith_short_12","alias_value":"NDOVUIE35CIW","created_at":"2026-07-05T10:39:45Z"},{"alias_kind":"pith_short_16","alias_value":"NDOVUIE35CIWY6VJ","created_at":"2026-07-05T10:39:45Z"},{"alias_kind":"pith_short_8","alias_value":"NDOVUIE3","created_at":"2026-07-05T10:39:45Z"}],"graph_snapshots":[{"event_id":"sha256:8a2ae8c54b2914544e7b9536d8090f33ffea9b2022559a298687325962adedbe","target":"graph","created_at":"2026-07-05T10:39:45Z","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/2312.15574/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"We consider experimentation in the presence of non-stationarity, inter-unit (spatial) interference, and carry-over effects (temporal interference), where we wish to estimate the global average treatment effect (GATE), the difference between average outcomes having exposed all units at all times to treatment or to control. We suppose spatial interference is described by a graph, where a unit's outcome depends on its neighborhood's treatments, and that temporal interference is described by an MDP, where the transition kernel under either treatment (action) satisfies a rapid mixing condition. We ","authors_text":"Christina Lee Yu, Nathan Kallus, Su Jia","cross_cats":["cs.LG","stat.TH"],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"math.ST","submitted_at":"2023-12-25T01:00:58Z","title":"Clustered Switchback Designs for Experimentation Under Spatio-temporal Interference"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2312.15574","kind":"arxiv","version":5},"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":"sha256:6b7fa7ccbb2cb3511e86f3144028a3af2bb395360b7b4218ae55fdde62dfd269","target":"record","created_at":"2026-07-05T10:39:45Z","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":"ec9f4a91120303615c22d0d5500a15eae7ddc10d8211df6df4b94661f4db8fd5","cross_cats_sorted":["cs.LG","stat.TH"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"math.ST","submitted_at":"2023-12-25T01:00:58Z","title_canon_sha256":"55a7eb60bebc0a8b4000ad921d07732a86dc1db919880e5dfd976270547ec395"},"schema_version":"1.0","source":{"id":"2312.15574","kind":"arxiv","version":5}},"canonical_sha256":"68dd5a209be8916c7aa96c7358c50dc45968324d9b472e90d781c7ace270690d","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"68dd5a209be8916c7aa96c7358c50dc45968324d9b472e90d781c7ace270690d","first_computed_at":"2026-07-05T10:39:45.198855Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T10:39:45.198855Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"iNbE/V1rm51kbyXsDAVXAZy8VHiaQpFKtGB0rLqr33/Gqf/+PQQglipG0pFVtWtEOeGUA8CB9l/e/urjHOiyAw==","signature_status":"signed_v1","signed_at":"2026-07-05T10:39:45.199331Z","signed_message":"canonical_sha256_bytes"},"source_id":"2312.15574","source_kind":"arxiv","source_version":5}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:6b7fa7ccbb2cb3511e86f3144028a3af2bb395360b7b4218ae55fdde62dfd269","sha256:8a2ae8c54b2914544e7b9536d8090f33ffea9b2022559a298687325962adedbe"],"state_sha256":"1fe86a91f72a61a1be5bcc7008339eea60b962891ca67ad225c519c3ed106510"}