{"record_type":"pith_number_record","schema_url":"https://pith.science/schemas/pith-number/v1.json","pith_number":"pith:2017:NUHYEF55CLAOPDUDALTJ4I4HLQ","short_pith_number":"pith:NUHYEF55","schema_version":"1.0","canonical_sha256":"6d0f8217bd12c0e78e8302e69e23875c27f0c607a465bc782a946f1203f2ee2b","source":{"kind":"arxiv","id":"1708.02140","version":2},"attestation_state":"computed","paper":{"title":"Inference on a New Class of Sample Average Treatment Effects","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":["stat.ME","stat.TH"],"primary_cat":"math.ST","authors_text":"Jasjeet S. Sekhon, Yotam Shem-Tov","submitted_at":"2017-08-07T14:48:09Z","abstract_excerpt":"We derive new variance formulas for inference on a general class of estimands of causal average treatment effects in a Randomized Control Trial (RCT). We generalize Robins (1988) and show that when the estimand of interest is the Sample Average Treatment Effect of the Treated (SATT or SATC for controls), a consistent variance estimator exists. Although these estimands are equal to the Sample Average Treatment Effect (SATE) in expectation, potentially large differences in both accuracy and coverage can occur by the change of estimand, even asymptotically. Inference on the SATE, even using a con"},"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":"1708.02140","kind":"arxiv","version":2},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"math.ST","submitted_at":"2017-08-07T14:48:09Z","cross_cats_sorted":["stat.ME","stat.TH"],"title_canon_sha256":"934e4579efc6011e1ed66f3e6bd6d8e3ecd47b61aaf8def00a72d2400b3a76f6","abstract_canon_sha256":"65651b3386b38f37ebebbe4fd35c769b2e8e735185624d09e46ae1cc538a66f5"},"schema_version":"1.0"},"receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-05-18T00:32:35.981780Z","signature_b64":"219TyZ5vKf6PtW7TUQ9mYG4eVe173O+qBCS8jQEAmTDm/3UZFfVf0Kc9zXkPZMSSds/gF9apXwh2vKI8nfUoAg==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"6d0f8217bd12c0e78e8302e69e23875c27f0c607a465bc782a946f1203f2ee2b","last_reissued_at":"2026-05-18T00:32:35.981007Z","signature_status":"signed_v1","first_computed_at":"2026-05-18T00:32:35.981007Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"graph_snapshot":{"paper":{"title":"Inference on a New Class of Sample Average Treatment Effects","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":["stat.ME","stat.TH"],"primary_cat":"math.ST","authors_text":"Jasjeet S. Sekhon, Yotam Shem-Tov","submitted_at":"2017-08-07T14:48:09Z","abstract_excerpt":"We derive new variance formulas for inference on a general class of estimands of causal average treatment effects in a Randomized Control Trial (RCT). We generalize Robins (1988) and show that when the estimand of interest is the Sample Average Treatment Effect of the Treated (SATT or SATC for controls), a consistent variance estimator exists. Although these estimands are equal to the Sample Average Treatment Effect (SATE) in expectation, potentially large differences in both accuracy and coverage can occur by the change of estimand, even asymptotically. Inference on the SATE, even using a con"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1708.02140","kind":"arxiv","version":2},"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":"1708.02140","created_at":"2026-05-18T00:32:35.981137+00:00"},{"alias_kind":"arxiv_version","alias_value":"1708.02140v2","created_at":"2026-05-18T00:32:35.981137+00:00"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1708.02140","created_at":"2026-05-18T00:32:35.981137+00:00"},{"alias_kind":"pith_short_12","alias_value":"NUHYEF55CLAO","created_at":"2026-05-18T12:31:34.259226+00:00"},{"alias_kind":"pith_short_16","alias_value":"NUHYEF55CLAOPDUD","created_at":"2026-05-18T12:31:34.259226+00:00"},{"alias_kind":"pith_short_8","alias_value":"NUHYEF55","created_at":"2026-05-18T12:31:34.259226+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/NUHYEF55CLAOPDUDALTJ4I4HLQ","json":"https://pith.science/pith/NUHYEF55CLAOPDUDALTJ4I4HLQ.json","graph_json":"https://pith.science/api/pith-number/NUHYEF55CLAOPDUDALTJ4I4HLQ/graph.json","events_json":"https://pith.science/api/pith-number/NUHYEF55CLAOPDUDALTJ4I4HLQ/events.json","paper":"https://pith.science/paper/NUHYEF55"},"agent_actions":{"view_html":"https://pith.science/pith/NUHYEF55CLAOPDUDALTJ4I4HLQ","download_json":"https://pith.science/pith/NUHYEF55CLAOPDUDALTJ4I4HLQ.json","view_paper":"https://pith.science/paper/NUHYEF55","resolve_alias":"https://pith.science/api/pith-number/resolve?arxiv=1708.02140&json=true","fetch_graph":"https://pith.science/api/pith-number/NUHYEF55CLAOPDUDALTJ4I4HLQ/graph.json","fetch_events":"https://pith.science/api/pith-number/NUHYEF55CLAOPDUDALTJ4I4HLQ/events.json","actions":{"anchor_timestamp":"https://pith.science/pith/NUHYEF55CLAOPDUDALTJ4I4HLQ/action/timestamp_anchor","attest_storage":"https://pith.science/pith/NUHYEF55CLAOPDUDALTJ4I4HLQ/action/storage_attestation","attest_author":"https://pith.science/pith/NUHYEF55CLAOPDUDALTJ4I4HLQ/action/author_attestation","sign_citation":"https://pith.science/pith/NUHYEF55CLAOPDUDALTJ4I4HLQ/action/citation_signature","submit_replication":"https://pith.science/pith/NUHYEF55CLAOPDUDALTJ4I4HLQ/action/replication_record"}},"created_at":"2026-05-18T00:32:35.981137+00:00","updated_at":"2026-05-18T00:32:35.981137+00:00"}