{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2014:MMHIFBPFQMBBNYBCTABYUQN6G4","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":"c956572ae52a9d67c1348e00545747c87349376fd3f5fb0dc65a382d9d223410","cross_cats_sorted":["stat.AP"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"q-bio.GN","submitted_at":"2014-02-21T23:28:52Z","title_canon_sha256":"b8eeed372d91c64cd50cdde60e011ab1354e49350fc6c56ebb3ab8ce8cf10a94"},"schema_version":"1.0","source":{"id":"1402.5447","kind":"arxiv","version":2}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"1402.5447","created_at":"2026-05-18T02:45:39Z"},{"alias_kind":"arxiv_version","alias_value":"1402.5447v2","created_at":"2026-05-18T02:45:39Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1402.5447","created_at":"2026-05-18T02:45:39Z"},{"alias_kind":"pith_short_12","alias_value":"MMHIFBPFQMBB","created_at":"2026-05-18T12:28:38Z"},{"alias_kind":"pith_short_16","alias_value":"MMHIFBPFQMBBNYBC","created_at":"2026-05-18T12:28:38Z"},{"alias_kind":"pith_short_8","alias_value":"MMHIFBPF","created_at":"2026-05-18T12:28:38Z"}],"graph_snapshots":[{"event_id":"sha256:d0ef1ea46d8b12b9d28e94ca294c5fb9c74461cf1d8e06c08c307a3f108e0efd","target":"graph","created_at":"2026-05-18T02:45:39Z","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"},"paper":{"abstract_excerpt":"Linear mixed models (LMMs) are a powerful and established tool for studying genotype-phenotype relationships. A limiting assumption of LMMs is that the residuals are Gaussian distributed, a requirement that rarely holds in practice. Violations of this assumption can lead to false conclusions and losses in power, and hence it is common practice to pre-process the phenotypic values to make them Gaussian, for instance by applying logarithmic or other non-linear transformations. Unfortunately, different phenotypes require different specific transformations, and choosing a \"good\" transformation is ","authors_text":"Christoph Lippert, Neil D. Lawrence, Nicolo Fusi, Oliver Stegle","cross_cats":["stat.AP"],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"q-bio.GN","submitted_at":"2014-02-21T23:28:52Z","title":"Genetic Analysis of Transformed Phenotypes"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1402.5447","kind":"arxiv","version":2},"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:fce1eb0500a3a0eae91ee9235235136a9d79041fc391ab9b68b877c9c4e61127","target":"record","created_at":"2026-05-18T02:45:39Z","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":"c956572ae52a9d67c1348e00545747c87349376fd3f5fb0dc65a382d9d223410","cross_cats_sorted":["stat.AP"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"q-bio.GN","submitted_at":"2014-02-21T23:28:52Z","title_canon_sha256":"b8eeed372d91c64cd50cdde60e011ab1354e49350fc6c56ebb3ab8ce8cf10a94"},"schema_version":"1.0","source":{"id":"1402.5447","kind":"arxiv","version":2}},"canonical_sha256":"630e8285e5830216e02298038a41be3737d9c62c508626660d609970d0ae7cd5","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"630e8285e5830216e02298038a41be3737d9c62c508626660d609970d0ae7cd5","first_computed_at":"2026-05-18T02:45:39.863188Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-05-18T02:45:39.863188Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"kbmXVX2LWB2MRoSTpDOUjQbNUDTKV01t4vRDB79f8bnOLrBMUgWgMMJJ5ZXVWL9vFzXJ94Vq4IM4PBcre+mJAQ==","signature_status":"signed_v1","signed_at":"2026-05-18T02:45:39.863827Z","signed_message":"canonical_sha256_bytes"},"source_id":"1402.5447","source_kind":"arxiv","source_version":2}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:fce1eb0500a3a0eae91ee9235235136a9d79041fc391ab9b68b877c9c4e61127","sha256:d0ef1ea46d8b12b9d28e94ca294c5fb9c74461cf1d8e06c08c307a3f108e0efd"],"state_sha256":"0cde82b345988076ec51ca20725b02e36187b643e1259702da41a0f5f4dbe3a5"}