{"created":"2025-02-21T03:28:46.621104+00:00","id":2006680,"links":{},"metadata":{"_buckets":{"deposit":"a5198bf6-ea97-4897-b3f6-935ae5743d95"},"_deposit":{"created_by":41,"id":"2006680","owners":[41],"pid":{"revision_id":0,"type":"depid","value":"2006680"},"status":"published"},"_oai":{"id":"oai:hiroshima.repo.nii.ac.jp:02006680","sets":["1730444907710"]},"author_link":[],"item_1617186331708":{"attribute_name":"Title","attribute_value_mlt":[{"subitem_title":"Knot-Placement to Avoid over Fitting in B-Spline Scedastic Smoothing","subitem_title_language":"en"}]},"item_1617186419668":{"attribute_name":"Creator","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"Yanagihara, Hirokazu","creatorNameLang":"en"}],"familyNames":[{"familyName":"Yanagihara","familyNameLang":"en"}],"givenNames":[{"givenName":"Hirokazu","givenNameLang":"en"}]},{"creatorNames":[{"creatorName":"Ohtaki, Megu","creatorNameLang":"en"}],"familyNames":[{"familyName":"Ohtaki","familyNameLang":"en"}],"givenNames":[{"givenName":"Megu","givenNameLang":"en"}]}]},"item_1617186476635":{"attribute_name":"Access Rights","attribute_value_mlt":[{"subitem_access_right":"open access","subitem_access_right_uri":"http://purl.org/coar/access_right/c_abf2"}]},"item_1617186499011":{"attribute_name":"Rights","attribute_value_mlt":[{"subitem_rights":"Copyright (c) 2003 Taylor & Francis. This is an electronic version of an article published in \"Communications in Statistics - Simulation and Computation Vol.32 Issue 3 pp.771-785\" Disability and Rehabilitation is available at: http://dx.doi.org/10.1081/SAC-120017861"}]},"item_1617186609386":{"attribute_name":"Subject","attribute_value_mlt":[{"subitem_subject":"B-spline smoothing","subitem_subject_scheme":"Other"},{"subitem_subject":"Equidistant arrangement","subitem_subject_scheme":"Other"},{"subitem_subject":"Equipotent arrangement","subitem_subject_scheme":"Other"},{"subitem_subject":"Information criterion","subitem_subject_scheme":"Other"},{"subitem_subject":"Knot-placement","subitem_subject_scheme":"Other"},{"subitem_subject":"Nonparametric regression","subitem_subject_scheme":"Other"},{"subitem_subject":"Optimization algorithm","subitem_subject_scheme":"Other"},{"subitem_subject":"Over fitting","subitem_subject_scheme":"Other"},{"subitem_subject":"Smoothing parameter","subitem_subject_scheme":"Other"}]},"item_1617186626617":{"attribute_name":"Description","attribute_value_mlt":[{"subitem_description":"This paper deals with knot-placement in B-spline scedasitic smoothing. We commonly fit B-spline using knots between which each interval is the same width. The number of knots is selected by applying an information criterion with an optimization algorithm. In order to avoid over fitting with this method, we consider other arrangements based on the number of sample points in each interval. We choose knots such that each interval contains about the same number of samples. These knot placement schemes are compared through the Monte Carlo simulation.","subitem_description_language":"en"}]},"item_1617186643794":{"attribute_name":"Publisher","attribute_value_mlt":[{"subitem_publisher":"Taylor & Francis"}]},"item_1617186702042":{"attribute_name":"Language","attribute_value_mlt":[{"subitem_language":"eng"}]},"item_1617186920753":{"attribute_name":"Source Identifier","attribute_value_mlt":[{"subitem_source_identifier":"0361-0918","subitem_source_identifier_type":"ISSN"},{"subitem_source_identifier":"AA10512671","subitem_source_identifier_type":"NCID"}]},"item_1617187024783":{"attribute_name":"Page Start","attribute_value_mlt":[{"subitem_start_page":"771"}]},"item_1617187056579":{"attribute_name":"Bibliographic Information","attribute_value_mlt":[{"bibliographicIssueDates":{"bibliographicIssueDate":"2003-01","bibliographicIssueDateType":"Issued"},"bibliographicIssueNumber":"3","bibliographicPageEnd":"786","bibliographicPageStart":"771","bibliographicVolumeNumber":"32","bibliographic_titles":[{"bibliographic_title":"Communications in Statistics Simulation and Computation"},{"bibliographic_title":"Communications in Statistics Simulation and Computation"}]}]},"item_1617258105262":{"attribute_name":"Resource Type","attribute_value_mlt":[{"resourcetype":"journal article","resourceuri":"http://purl.org/coar/resource_type/c_6501"}]},"item_1617265215918":{"attribute_name":"Version Type","attribute_value_mlt":[{"subitem_version_resource":"http://purl.org/coar/version/c_b1a7d7d4d402bcce","subitem_version_type":"AO"}]},"item_1617353299429":{"attribute_name":"Relation","attribute_value_mlt":[{"subitem_relation_type_id":{"subitem_relation_type_id_text":"10.1081/SAC-120017861","subitem_relation_type_select":"DOI"}},{"subitem_relation_type_id":{"subitem_relation_type_id_text":"http://dx.doi.org/10.1081/SAC-120017861","subitem_relation_type_select":"DOI"}}]},"item_1617605131499":{"attribute_name":"File","attribute_type":"file","attribute_value_mlt":[{"accessrole":"open_access","date":[{"dateType":"Available","dateValue":"2023-03-18"}],"displaytype":"simple","filename":"CSSC_32-3_771.pdf","filesize":[{"value":"380.4 KB"}],"mimetype":"application/pdf","url":{"objectType":"fulltext","url":"https://hiroshima.repo.nii.ac.jp/record/2006680/files/CSSC_32-3_771.pdf"},"version_id":"8f78740a-54f5-4877-ae68-cdae45565460"}]},"item_1732771732025":{"attribute_name":"旧ID","attribute_value":"20101"},"item_title":"Knot-Placement to Avoid over Fitting in B-Spline Scedastic Smoothing","item_type_id":"40003","owner":"41","path":["1730444907710"],"pubdate":{"attribute_name":"PubDate","attribute_value":"2023-03-18"},"publish_date":"2023-03-18","publish_status":"0","recid":"2006680","relation_version_is_last":true,"title":["Knot-Placement to Avoid over Fitting in B-Spline Scedastic Smoothing"],"weko_creator_id":"41","weko_shared_id":-1},"updated":"2025-02-21T08:08:41.869450+00:00"}