{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2026:BSZ76NFSM2V5TH2GIIP7R7FMZL","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":"3bf9d8c2119825933bb4f99f6f5cf7979c5073dc53d8179baf616a7de579d1c0","cross_cats_sorted":["q-fin.RM","q-fin.ST","stat.AP","stat.ML"],"license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","primary_cat":"stat.ME","submitted_at":"2026-06-19T15:10:41Z","title_canon_sha256":"cc9f5034358a7f95325ea3849e3a73af9078f789eba0a45301b95ca4e970c244"},"schema_version":"1.0","source":{"id":"2606.21515","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2606.21515","created_at":"2026-06-23T01:13:13Z"},{"alias_kind":"arxiv_version","alias_value":"2606.21515v1","created_at":"2026-06-23T01:13:13Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2606.21515","created_at":"2026-06-23T01:13:13Z"},{"alias_kind":"pith_short_12","alias_value":"BSZ76NFSM2V5","created_at":"2026-06-23T01:13:13Z"},{"alias_kind":"pith_short_16","alias_value":"BSZ76NFSM2V5TH2G","created_at":"2026-06-23T01:13:13Z"},{"alias_kind":"pith_short_8","alias_value":"BSZ76NFS","created_at":"2026-06-23T01:13:13Z"}],"graph_snapshots":[{"event_id":"sha256:664ffaa721dc319affddc9b700a1fb20ec4e58b1a4b28a171297aeff7a36ef23","target":"graph","created_at":"2026-06-23T01:13:13Z","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/2606.21515/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"We introduce the zero-one censored transformed normal (ZOC-TN) model for proportional responses with potential probability mass at the boundaries 0 and 1. The model combines a censored Gaussian variable with a two-parameter affine-logit transformation on the interior (0,1). We characterize the transformation parameters, establish large-sample properties, and relate the affine-logit specification to broader classes of interior distributions. Theoretical and experimental results demonstrate that the proposed model can capture a wider range of qualitative density shapes than several benchmark mod","authors_text":"Fabio Sigrist, Yuan Christopher Qiang","cross_cats":["q-fin.RM","q-fin.ST","stat.AP","stat.ML"],"headline":"","license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","primary_cat":"stat.ME","submitted_at":"2026-06-19T15:10:41Z","title":"A Censored Transformed Model for Proportional Outcomes with Boundary Mass and an Application to Loss Given Default Modeling"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2606.21515","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":"sha256:7798a8733726316c90d8278209a159e24b5efc9214cd68b1b52adae9d5ebb054","target":"record","created_at":"2026-06-23T01:13:13Z","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":"3bf9d8c2119825933bb4f99f6f5cf7979c5073dc53d8179baf616a7de579d1c0","cross_cats_sorted":["q-fin.RM","q-fin.ST","stat.AP","stat.ML"],"license":"http://creativecommons.org/licenses/by-nc-nd/4.0/","primary_cat":"stat.ME","submitted_at":"2026-06-19T15:10:41Z","title_canon_sha256":"cc9f5034358a7f95325ea3849e3a73af9078f789eba0a45301b95ca4e970c244"},"schema_version":"1.0","source":{"id":"2606.21515","kind":"arxiv","version":1}},"canonical_sha256":"0cb3ff34b266abd99f46421ff8fcaccae42cdc108fe86e81726e8c67897fcfa9","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"0cb3ff34b266abd99f46421ff8fcaccae42cdc108fe86e81726e8c67897fcfa9","first_computed_at":"2026-06-23T01:13:13.178104Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-06-23T01:13:13.178104Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"VBY5dVR5bLQy94/oWa6JkobsprOba8QRb+pru209sQ06E8SWGkSoeutJtKO3YCOz6blkhCnplqsaqw5zjAfjBQ==","signature_status":"signed_v1","signed_at":"2026-06-23T01:13:13.178776Z","signed_message":"canonical_sha256_bytes"},"source_id":"2606.21515","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:7798a8733726316c90d8278209a159e24b5efc9214cd68b1b52adae9d5ebb054","sha256:664ffaa721dc319affddc9b700a1fb20ec4e58b1a4b28a171297aeff7a36ef23"],"state_sha256":"ceb493ca97540509d5acd260d03d81615b795a711006281a431ba5036c2aff56"}