{"created":"2024-10-08T00:55:45.407719+00:00","id":2011625,"links":{},"metadata":{"_buckets":{"deposit":"3b99dcb2-9899-4386-9074-61ceda80c0ef"},"_deposit":{"created_by":17,"id":"2011625","owner":"17","owners":[17],"pid":{"revision_id":0,"type":"depid","value":"2011625"},"status":"published"},"_oai":{"id":"oai:nagoya.repo.nii.ac.jp:02011625","sets":["659:853:854:1728346705046"]},"author_link":[],"item_1615768549627":{"attribute_name":"出版タイプ","attribute_value_mlt":[{"subitem_version_resource":"http://purl.org/coar/version/c_970fb48d4fbd8a85","subitem_version_type":"VoR"}]},"item_9_biblio_info_6":{"attribute_name":"書誌情報","attribute_value_mlt":[{"bibliographicIssueDates":{"bibliographicIssueDate":"2024-09","bibliographicIssueDateType":"Issued"},"bibliographicIssueNumber":"1-2","bibliographicPageEnd":"39","bibliographicPageStart":"11","bibliographicVolumeNumber":"72","bibliographic_titles":[{"bibliographic_title":"経済科学","bibliographic_titleLang":"ja"},{"bibliographic_title":"The Economic Science","bibliographic_titleLang":"en"}]}]},"item_9_description_4":{"attribute_name":"内容記述","attribute_value_mlt":[{"subitem_description":"This article analyzes the prediction of the recession in the United States by combining machine learning (ML) algorithms and a mixed data sampling approach (MIDAS) to construct the MIDAS-ML models. Some of the most representative machine learning techniques are implemented for modeling and forecasting U.S. recessions. The empirical analysis shows that the MIDASML models outperform the benchmark MIDASLogit/Probit model in prediction abilities, as indicated by the evaluation of various statistical metrics.","subitem_description_language":"en","subitem_description_type":"Abstract"}]},"item_9_identifier_registration":{"attribute_name":"identifier_registration","attribute_value_mlt":[{"subitem_identifier_reg_text":"10.18999/ecos.72.1-2.11","subitem_identifier_reg_type":"JaLC"}]},"item_9_publisher_32":{"attribute_name":"出版者","attribute_value_mlt":[{"subitem_publisher":"名古屋大学大学院経済学研究科","subitem_publisher_language":"ja"},{"subitem_publisher":"Graduate School of Economics Nagoya University","subitem_publisher_language":"en"}]},"item_9_source_id_7":{"attribute_name":"収録物識別子","attribute_value_mlt":[{"subitem_source_identifier":"0022-9725","subitem_source_identifier_type":"PISSN"},{"subitem_source_identifier":"2434-5741","subitem_source_identifier_type":"EISSN"}]},"item_access_right":{"attribute_name":"アクセス権","attribute_value_mlt":[{"subitem_access_right":"open access","subitem_access_right_uri":"http://purl.org/coar/access_right/c_abf2"}]},"item_creator":{"attribute_name":"著者","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"DING, Zirui","creatorNameLang":"en"}]}]},"item_files":{"attribute_name":"ファイル情報","attribute_type":"file","attribute_value_mlt":[{"accessrole":"open_access","date":[{"dateType":"Available","dateValue":"2024-10-08"}],"displaytype":"detail","filename":"02_DING-Zirui.pdf","filesize":[{"value":"6.0 MB"}],"format":"application/pdf","mimetype":"application/pdf","url":{"objectType":"fulltext","url":"https://nagoya.repo.nii.ac.jp/record/2011625/files/02_DING-Zirui.pdf"},"version_id":"0285f83b-2d1b-4c4a-90ab-b341b32f8583"}]},"item_keyword":{"attribute_name":"キーワード","attribute_value_mlt":[{"subitem_subject":"Recession","subitem_subject_scheme":"Other"},{"subitem_subject":"Machine Learning","subitem_subject_scheme":"Other"},{"subitem_subject":"Mixed Data Sampling","subitem_subject_scheme":"Other"}]},"item_language":{"attribute_name":"言語","attribute_value_mlt":[{"subitem_language":"eng"}]},"item_resource_type":{"attribute_name":"item_resource_type","attribute_value_mlt":[{"resourcetype":"departmental bulletin paper","resourceuri":"http://purl.org/coar/resource_type/c_6501"}]},"item_title":"Economic Recession Prediction using Machine Learning: A MIDAS Approach","item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"Economic Recession Prediction using Machine Learning: A MIDAS Approach","subitem_title_language":"en"}]},"item_type_id":"40001","owner":"17","path":["1728346705046"],"pubdate":{"attribute_name":"PubDate","attribute_value":"2024-10-08"},"publish_date":"2024-10-08","publish_status":"0","recid":"2011625","relation_version_is_last":true,"title":["Economic Recession Prediction using Machine Learning: A MIDAS Approach"],"weko_creator_id":"17","weko_shared_id":-1},"updated":"2024-10-08T01:32:36.930264+00:00"}