{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2017:IVQUOGMJGWJLHPP2GANKMA5GOO","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":"455330755fbe5d992a278bf0d75b40db41f2d10fa00a95693e6c1048205a6bfb","cross_cats_sorted":["cs.HC","stat.ME"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"stat.ML","submitted_at":"2017-09-13T16:46:11Z","title_canon_sha256":"4bff0c43b6c965d5b904ce6f72c7ba8756d9f7bf2f2eaa5a67a6a6e6fe959400"},"schema_version":"1.0","source":{"id":"1709.04412","kind":"arxiv","version":2}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"1709.04412","created_at":"2026-05-18T00:28:14Z"},{"alias_kind":"arxiv_version","alias_value":"1709.04412v2","created_at":"2026-05-18T00:28:14Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1709.04412","created_at":"2026-05-18T00:28:14Z"},{"alias_kind":"pith_short_12","alias_value":"IVQUOGMJGWJL","created_at":"2026-05-18T12:31:21Z"},{"alias_kind":"pith_short_16","alias_value":"IVQUOGMJGWJLHPP2","created_at":"2026-05-18T12:31:21Z"},{"alias_kind":"pith_short_8","alias_value":"IVQUOGMJ","created_at":"2026-05-18T12:31:21Z"}],"graph_snapshots":[{"event_id":"sha256:d0c429eda595fb5b645c391d424799a669501769ee8c9792e0f761f3a9d0a409","target":"graph","created_at":"2026-05-18T00:28:14Z","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":"There are many statistical tests that verify the null hypothesis: the variable of interest has the same distribution among k-groups. But once the null hypothesis is rejected, how to present the structure of dissimilarity between groups? In this article, we introduce The Merging Path Plot - a methodology, and factorMerger - an R package, for exploration and visualization of k-group dissimilarities. Comparison of k-groups is one of the most important issues in exploratory analyses and it has zillions of applications. The classical solution is to test a~null hypothesis that observations from all ","authors_text":"Agnieszka Sitko, Przemyslaw Biecek","cross_cats":["cs.HC","stat.ME"],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"stat.ML","submitted_at":"2017-09-13T16:46:11Z","title":"The Merging Path Plot: adaptive fusing of k-groups with likelihood-based model selection"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1709.04412","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:cae295fdbe12b83e0d11f09f4538f3c0877e4cef4742fa26207114b6996f1aac","target":"record","created_at":"2026-05-18T00:28:14Z","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":"455330755fbe5d992a278bf0d75b40db41f2d10fa00a95693e6c1048205a6bfb","cross_cats_sorted":["cs.HC","stat.ME"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"stat.ML","submitted_at":"2017-09-13T16:46:11Z","title_canon_sha256":"4bff0c43b6c965d5b904ce6f72c7ba8756d9f7bf2f2eaa5a67a6a6e6fe959400"},"schema_version":"1.0","source":{"id":"1709.04412","kind":"arxiv","version":2}},"canonical_sha256":"45614719893592b3bdfa301aa603a6739585d2aea6b3de38026cc403513d769d","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"45614719893592b3bdfa301aa603a6739585d2aea6b3de38026cc403513d769d","first_computed_at":"2026-05-18T00:28:14.149923Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-05-18T00:28:14.149923Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"yx5YNFMeViut4HjtrPRD7WXsfR/CdX6KH4uXOel36g5C4sWrP15ONNR1pN7G3AMd9ynjv5skpsqJV0LIBqqeCQ==","signature_status":"signed_v1","signed_at":"2026-05-18T00:28:14.150574Z","signed_message":"canonical_sha256_bytes"},"source_id":"1709.04412","source_kind":"arxiv","source_version":2}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:cae295fdbe12b83e0d11f09f4538f3c0877e4cef4742fa26207114b6996f1aac","sha256:d0c429eda595fb5b645c391d424799a669501769ee8c9792e0f761f3a9d0a409"],"state_sha256":"001e61c2531efc621f27542bd150256433077f657e72c1040359f8f54e4affb0"}