{"record_type":"pith_number_record","schema_url":"https://pith.science/schemas/pith-number/v1.json","pith_number":"pith:2017:FCTH7QAX2ZEQS2DOOAXUKPI657","short_pith_number":"pith:FCTH7QAX","schema_version":"1.0","canonical_sha256":"28a67fc017d64909686e702f453d1eefeaf3ddaa54b3ddcf917cf294006128a1","source":{"kind":"arxiv","id":"1707.02597","version":1},"attestation_state":"computed","paper":{"title":"Parameter uncertainty in structural equation models: Confidence sets and fungible estimates","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":[],"primary_cat":"stat.ME","authors_text":"Hao Wu, Jolynn Pek","submitted_at":"2017-07-09T16:04:40Z","abstract_excerpt":"Current concerns regarding the dependability of psychological findings call for methodological developments to provide additional evidence in support of scientific conclusions. This paper highlights the value and importance of two distinct kinds of parameter uncertainty which are quantified by confidence sets (CSs) and fungible parameter estimates (FPEs); both provide essential information regarding the defensibility of scientific findings. Using the structural equation model, we introduce a general perturbation framework based on the likelihood function that unifies CSs and FPEs and sheds new"},"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":"1707.02597","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"stat.ME","submitted_at":"2017-07-09T16:04:40Z","cross_cats_sorted":[],"title_canon_sha256":"a52cd71d00410b02ab7e1cbc32178357bc4930bc7252549184c9c0f57eecc574","abstract_canon_sha256":"95081f5dddd77ca42bf76573c99244fbc711b7dee78901ec330ab4e557157c96"},"schema_version":"1.0"},"receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-05-18T00:40:36.388254Z","signature_b64":"YkZyuML2kBuL3zgbyQkOqaaMwOdFnCtK3HIhD0Wy5eIg2HSR1gpJHpKzwq0uL/j04N+se2e6xcGh0ePo2ACZCA==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"28a67fc017d64909686e702f453d1eefeaf3ddaa54b3ddcf917cf294006128a1","last_reissued_at":"2026-05-18T00:40:36.387432Z","signature_status":"signed_v1","first_computed_at":"2026-05-18T00:40:36.387432Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"graph_snapshot":{"paper":{"title":"Parameter uncertainty in structural equation models: Confidence sets and fungible estimates","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":[],"primary_cat":"stat.ME","authors_text":"Hao Wu, Jolynn Pek","submitted_at":"2017-07-09T16:04:40Z","abstract_excerpt":"Current concerns regarding the dependability of psychological findings call for methodological developments to provide additional evidence in support of scientific conclusions. This paper highlights the value and importance of two distinct kinds of parameter uncertainty which are quantified by confidence sets (CSs) and fungible parameter estimates (FPEs); both provide essential information regarding the defensibility of scientific findings. Using the structural equation model, we introduce a general perturbation framework based on the likelihood function that unifies CSs and FPEs and sheds new"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1707.02597","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":"1707.02597","created_at":"2026-05-18T00:40:36.387595+00:00"},{"alias_kind":"arxiv_version","alias_value":"1707.02597v1","created_at":"2026-05-18T00:40:36.387595+00:00"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1707.02597","created_at":"2026-05-18T00:40:36.387595+00:00"},{"alias_kind":"pith_short_12","alias_value":"FCTH7QAX2ZEQ","created_at":"2026-05-18T12:31:15.632608+00:00"},{"alias_kind":"pith_short_16","alias_value":"FCTH7QAX2ZEQS2DO","created_at":"2026-05-18T12:31:15.632608+00:00"},{"alias_kind":"pith_short_8","alias_value":"FCTH7QAX","created_at":"2026-05-18T12:31:15.632608+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/FCTH7QAX2ZEQS2DOOAXUKPI657","json":"https://pith.science/pith/FCTH7QAX2ZEQS2DOOAXUKPI657.json","graph_json":"https://pith.science/api/pith-number/FCTH7QAX2ZEQS2DOOAXUKPI657/graph.json","events_json":"https://pith.science/api/pith-number/FCTH7QAX2ZEQS2DOOAXUKPI657/events.json","paper":"https://pith.science/paper/FCTH7QAX"},"agent_actions":{"view_html":"https://pith.science/pith/FCTH7QAX2ZEQS2DOOAXUKPI657","download_json":"https://pith.science/pith/FCTH7QAX2ZEQS2DOOAXUKPI657.json","view_paper":"https://pith.science/paper/FCTH7QAX","resolve_alias":"https://pith.science/api/pith-number/resolve?arxiv=1707.02597&json=true","fetch_graph":"https://pith.science/api/pith-number/FCTH7QAX2ZEQS2DOOAXUKPI657/graph.json","fetch_events":"https://pith.science/api/pith-number/FCTH7QAX2ZEQS2DOOAXUKPI657/events.json","actions":{"anchor_timestamp":"https://pith.science/pith/FCTH7QAX2ZEQS2DOOAXUKPI657/action/timestamp_anchor","attest_storage":"https://pith.science/pith/FCTH7QAX2ZEQS2DOOAXUKPI657/action/storage_attestation","attest_author":"https://pith.science/pith/FCTH7QAX2ZEQS2DOOAXUKPI657/action/author_attestation","sign_citation":"https://pith.science/pith/FCTH7QAX2ZEQS2DOOAXUKPI657/action/citation_signature","submit_replication":"https://pith.science/pith/FCTH7QAX2ZEQS2DOOAXUKPI657/action/replication_record"}},"created_at":"2026-05-18T00:40:36.387595+00:00","updated_at":"2026-05-18T00:40:36.387595+00:00"}