{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2017:DEYI32FMOCK76P5UOUNHWPVYVN","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":"00e591a09a6b6faac6de2bb13b0750d9e8dbf6fe666b25cbd5375bf4a66dfbf0","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"stat.ME","submitted_at":"2017-05-15T20:29:39Z","title_canon_sha256":"1dd8d7d321b60bbc846779db02192f4039199649dc56650a0f9526d78909d595"},"schema_version":"1.0","source":{"id":"1705.05431","kind":"arxiv","version":3}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"1705.05431","created_at":"2026-05-18T00:30:50Z"},{"alias_kind":"arxiv_version","alias_value":"1705.05431v3","created_at":"2026-05-18T00:30:50Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1705.05431","created_at":"2026-05-18T00:30:50Z"},{"alias_kind":"pith_short_12","alias_value":"DEYI32FMOCK7","created_at":"2026-05-18T12:31:10Z"},{"alias_kind":"pith_short_16","alias_value":"DEYI32FMOCK76P5U","created_at":"2026-05-18T12:31:10Z"},{"alias_kind":"pith_short_8","alias_value":"DEYI32FM","created_at":"2026-05-18T12:31:10Z"}],"graph_snapshots":[{"event_id":"sha256:b4cc7b65236ec534aeeea3cd422633594c5b1a837c6c3bd46b84f0df0f1cb38c","target":"graph","created_at":"2026-05-18T00:30:50Z","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":"Jittering estimators are nonparametric function estimators for mixed data. They extend arbitrary estimators from the continuous setting by adding random noise to discrete variables. We give an in-depth analysis of the jittering kernel density estimator, which reveals several appealing properties. The estimator is strongly consistent, asymptotically normal, and unbiased for discrete variables. It converges at minimax-optimal rates, which are established as a by-product of our analysis. To understand the effect of adding noise, we further study its asymptotic efficiency and finite sample bias in","authors_text":"Thomas Nagler","cross_cats":[],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"stat.ME","submitted_at":"2017-05-15T20:29:39Z","title":"Asymptotic analysis of the jittering kernel density estimator"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1705.05431","kind":"arxiv","version":3},"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":"sha256:74db9740242b20de80d70470a96985e9d2fe28f242a31aa135d116f424cb201b","target":"record","created_at":"2026-05-18T00:30:50Z","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":"00e591a09a6b6faac6de2bb13b0750d9e8dbf6fe666b25cbd5375bf4a66dfbf0","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"stat.ME","submitted_at":"2017-05-15T20:29:39Z","title_canon_sha256":"1dd8d7d321b60bbc846779db02192f4039199649dc56650a0f9526d78909d595"},"schema_version":"1.0","source":{"id":"1705.05431","kind":"arxiv","version":3}},"canonical_sha256":"19308de8ac7095ff3fb4751a7b3eb8ab7cadf0a8b608a497f11277fdeb0dce03","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"19308de8ac7095ff3fb4751a7b3eb8ab7cadf0a8b608a497f11277fdeb0dce03","first_computed_at":"2026-05-18T00:30:50.674291Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-05-18T00:30:50.674291Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"HXSsPcqDYgeH7ygTvqbYrMrhGNJfpjcOtE07XQzenpTWGOSm7cl8/0snqZX4qpk18+dtd1/GmmoelRH7b2DeBw==","signature_status":"signed_v1","signed_at":"2026-05-18T00:30:50.675043Z","signed_message":"canonical_sha256_bytes"},"source_id":"1705.05431","source_kind":"arxiv","source_version":3}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:74db9740242b20de80d70470a96985e9d2fe28f242a31aa135d116f424cb201b","sha256:b4cc7b65236ec534aeeea3cd422633594c5b1a837c6c3bd46b84f0df0f1cb38c"],"state_sha256":"f4b2338f8bcc39d72595f2f794c99aa7ba23d504d51acb935f6d7ba827f3aeed"}